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Authors |
Title |
Venue |
Year |
Link |
Author keywords |
1 | Alberto García-Galindo, Marcos Lopez-De-Castro, Rubén Armananzas |
An Uncertainty-Aware Sequential Approach for Predicting Response to Neoadjuvant Therapy in Breast Cancer. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 74-88, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Shai Feldman, Bat-Sheva Einbinder, Stephen Bates, Anastasios N. Angelopoulos, Asaf Gendler, Yaniv Romano |
Conformal Prediction is Robust to Dispersive Label Noise. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 624-626, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Ilia Nouretdinov, Alex Gammerman |
The Venn-ABERS Testing for Change-Point Detection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 367-368, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | |
Preface. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 1-4, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Ilia Nouretdinov, James Gammerman |
Conformal Association Rule Mining (CARM): A novel technique for data error detection and probabilistic correction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 267-286, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Thibault Cordier, Vincent Blot, Louis Lacombe, Thomas Morzadec, Arnaud Capitaine, Nicolas J.-B. Brunel |
Flexible and Systematic Uncertainty Estimation with Conformal Prediction via the MAPIE library. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 549-581, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Patrizio Giovannotti |
Evaluating Machine Translation Quality with Conformal Predictive Distributions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 413-429, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Fares Ernez, Alexandre Arnold, Audrey Galametz, Catherine Kobus, Nawal Ould Amer |
Applying the conformal prediction paradigm for the uncertainty quantification of an end-to-end automatic speech recognition model (wav2vec 2.0). ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 16-35, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Yuko Kato, David M. J. Tax, Marco Loog |
A Review of Nonconformity Measures for Conformal Prediction in Regression. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 369-383, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Come Rodriguez, Vitor Martin Bordini, Sébastien Destercke, Benjamin Quost |
Self Learning using Venn-Abers predictors. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 234-250, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Chhavi Tyagi, Wenge Guo |
Multi-label Classification under Uncertainty: A Tree-based Conformal Prediction Approach. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 488-512, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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1 | Simon Althoff, Johan Hallberg Szabadv'ary, Jonathan Anderson, Lars Carlsson |
Evaluation of conformal-based probabilistic forecasting methods for short-term wind speed forecasting. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 100-115, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Abdelmouaiz Tebjou, Goran Frehse, Faïcel Chamroukhi |
Data-driven Reachability using Christoffel Functions and Conformal Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 194-213, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Rui Luo 0002, Buddhika Nettasinghe, Vikram Krishnamurthy |
Anomalous Edge Detection in Edge Exchangeable Social Network Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 287-310, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Amr Alkhatib, Henrik Boström, Sofiane Ennadir, Ulf Johansson |
Approximating Score-based Explanation Techniques Using Conformal Regression. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 450-469, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Anastasios N. Angelopoulos, Karl Krauth, Stephen Bates, Yixin Wang, Michael I. Jordan |
Recommendation Systems with Distribution-Free Reliability Guarantees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 175-193, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Rahul Vishwakarma, Mahshid Fardadi, Bing Liu |
Variable Sparing of Disk Drives Based on Failure Analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 172-174, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Drew Prinster, Suchi Saria, Anqi Liu |
Efficient Approximate Predictive Inference Under Feedback Covariate Shift with Influence Functions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 324-327, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Alireza Javanmardi, Yusuf Sale, Paul Hofman, Eyke Hüllermeier |
Conformal Prediction with Partially Labeled Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 251-266, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Harris Papadopoulos, Khuong An Nguyen, Henrik Boström, Lars Carlsson (eds.) |
Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![PMLR The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Mouhcine Mendil, Luca Mossina, David Vigouroux |
PUNCC: a Python Library for Predictive Uncertainty Calibration and Conformalization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 582-601, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Alejandro Cañete |
Online NoVaS Conformal Volatility Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 166-168, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Sofiane Ennadir, Amr Alkhatib, Henrik Boström, Michalis Vazirgiannis |
Conformalized Adversarial Attack Detection for Graph Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 311-323, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Nicolò Colombo |
On training locally adaptive CP. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 384-398, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Robert Choudhury, Zhiyuan Luo 0001, Khuong An Nguyen |
Evaluating potential sensitive information leaks on a smartphone using the magnetometer and Conformal Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 116-133, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Ulf Johansson, Cecilia Sönströd, Tuwe Löfström, Henrik Boström |
Confidence Classifiers with Guaranteed Accuracy or Precision. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 513-533, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Vladimir G. Trunov, Vladimir V. V'yugin |
Online aggregation of conformal predictive systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 430-449, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Tien-Dung Pham, Uwe Aickelin, Robert Bassett |
Capturing prediction uncertainty in upstream cell culture models using conformal prediction and Gaussian processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 169-171, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Rahul Vishwakarma, Jinha Hwang, Soundouss Messoudi, Ava Hedayatipour |
Enterprise Disk Drive Scrubbing Based on Mondrian Conformal Predictors. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 56-73, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Charalambos Eliades, Harris Papadopoulos |
A Conformal Martingales Ensemble Approach for addressing Concept Drift. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 328-346, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Yannis Manolopoulos |
Recommendation Systems in Scholarly Publishing. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 621-623, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Julian Lienen, Caglar Demir, Eyke Hüllermeier |
Conformal Credal Self-Supervised Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 214-233, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Giovanni Cherubin |
How do the performance of a Conformal Predictor and its underlying algorithm relate? ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 546-548, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Léo Andéol, Thomas Fel, Florence de Grancey, Luca Mossina |
Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 36-55, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Sara El Mekkaoui, Carla J. Ferreira, Juan Camilo Guevara Gómez, Christian Agrell, Nicholas James Vaughan, Hans Olav Heggen |
Neural Networks based Conformal Prediction for Pipeline Structural Response. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 134-146, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Vladimir Vovk |
The power of forgetting in statistical hypothesis testing. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 347-366, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Niharika Gauraha, Henrik Boström |
Investigating the Contribution of Privileged Information in Knowledge Transfer LUPI by Explainable Machine Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 470-484, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Henrik Boström, Henrik Linusson, Anders Vesterberg |
Mondrian Predictive Systems for Censored Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 399-412, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Kristian van Kuijk, Mark Dirksen, Christof Seiler |
Conformal Regression in Calorie Prediction for Team Jumbo-Visma. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 5-15, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Nasir Uddin, Tuwe Löfström |
Applications of Conformal Regression on Real-world Industrial Use Cases using Crepes and MAPIE. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 147-165, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Sara Narteni, Alberto Carlevaro, Fabrizio Dabbene, Marco Muselli, Maurizio Mongelli |
CONFIDERAI: CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 485-487, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Tuwe Löfström, Alexander Bondaletov, Artem Ryasik, Henrik Boström, Ulf Johansson |
Tutorial on using Conformal Predictive Systems in KNIME. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 602-620, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Alejandro Cañete |
Market Implied Conformal Volatility Intervals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 89-99, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Evgueni N. Smirnov |
Coverage vs Acceptance-Error Curves for Conformal Classification Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus., pp. 534-545, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
1 | Patrizio Giovannotti |
Calibration of Natural Language Understanding Models with Venn–ABERS Predictors. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 55-71, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | Nery Riquelme-Granada, Zhiyuan Luo 0001, Khuong An Nguyen |
Communication-efficient Conformal Prediction for Distributed Datasets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 310-312, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | Amr Alkhatib, Henrik Boström, Ulf Johansson |
Assessing Explanation Quality by Venn Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 42-54, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
1 | Anders Hjort |
House Price Prediction with Confidence: Empirical Results from the Norwegian Market. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 313-315, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | Ulf Johansson, Tuwe Löfström, Niclas Ståhl |
Well-Calibrated Rule Extractors. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 72-91, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | Husam Abdelqader, Evgueni N. Smirnov, Marc Pont, Marciano Geijselaers |
Conformal Decision Rules. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 319-321, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
1 | Sébastien Destercke |
Uncertain data in learning: challenges and opportunities. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 322-332, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
1 | Ilia Nouretdinov |
On efficiency of Learning Under Privileged Information. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 239-252, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
1 | Henrik Boström |
crepes: a Python Package for Generating Conformal Regressors and Predictive Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 24-41, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | Saiveth Hernández-Hernández, Sachin Vishwakarma, Pedro Ballester |
Conformal prediction of small-molecule drug resistance in cancer cell lines. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 92-108, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | Max Kirstein, David Sommer, Martin Eigel |
Tensor-Train Kernel Learning for Gaussian Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 253-272, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | Tuwe Löfström, Artem Ryasik, Ulf Johansson |
Tutorial for using conformal prediction in KNIME. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 4-23, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | Mouhcine Mendil, Luca Mossina, Marc Nabhan, Kevin Pasini |
Robust Gas Demand Forecasting With Conformal Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 169-187, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | Zepu Xi, Xuebin Zhuang, Hongbo Chen |
Conformal prediction for hypersonic flight vehicle classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 118-206, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
1 | Charalambos Eliades, Harris Papadopoulos |
A Betting Function for addressing Concept Drift with Conformal Martingales. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 219-238, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | Xindi Zhao, Anthony Bellotti |
Pruning neural networks for inductive conformal prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 273-293, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
1 | Filip Schlembach, Evgueni N. Smirnov, Irena Koprinska |
Conformal Multistep-Ahead Multivariate Time-Series Forecasting. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 316-318, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | Ulf Johansson, Henrik Boström, Khuong An Nguyen, Zhiyuan Luo 0001, Lars Carlsson |
Preface. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 1-3, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | Alice E. Ashby, Julia A. Meister, Khuong An Nguyen, Zhiyuan Luo 0001, Werner Gentzke |
Cough-based COVID-19 detection with audio quality clustering and confidence measure based learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 129-148, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | Robin Khatri, Stefan Bonn |
Uncertainty Estimation for Single-cell Label Transfer. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 109-128, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
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1 | Ulf Johansson, Henrik Boström, Khuong An Nguyen, Zhiyuan Luo 0001, Lars Carlsson (eds.) |
Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![PMLR The full citation details ...](Pics/full.jpeg) |
2022 |
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1 | Najim Al-Baghdadi, Yuri Kalnishkan, David Lindsay, Siân Lindsay |
Online Portfolio Hedging with the Weak Aggregating Algorithm. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 149-168, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau 0001 |
Ellipsoidal conformal inference for Multi-Target Regression. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 294-306, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
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1 | Vladimir Vovk, Ilia Nouretdinov, Alex Gammerman |
Conformal testing: binary case with Markov alternatives. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 207-218, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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1 | Ilia Nouretdinov, James Gammerman |
Prediction of Energy Consumption with Inductive Venn-Abers Predictive Distribution. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK, pp. 307-309, 2022, PMLR. The full citation details ...](Pics/full.jpeg) |
2022 |
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1 | Marharyta Aleksandrova, Oleg Chertov |
Impact of model-agnostic nonconformity functions on efficiency of conformal classifiers: an extensive study. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 151-170, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Chancellor Johnstone, Bruce Cox |
Conformal uncertainty sets for robust optimization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 72-90, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Ulf Johansson, Tuwe Löfström, Henrik Boström |
Calibrating multi-class models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 111-130, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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1 | Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Ernst Ahlberg, Lars Carlsson, Alex Gammerman |
Retrain or not retrain: conformal test martingales for change-point detection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 191-210, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Tomaz Hocevar, Blaz Zupan |
Conformal prediction and its integration within visual analytics toolbox. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 286-293, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Raisa Dzhamtyrova, Yuri Kalnishkan |
A lower bound for a prediction algorithm under the Kullback-Leibler game. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 39-51, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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1 | Vladimir Vovk |
Conformal testing in a binary model situation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 131-150, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Umang Bhatt, Adrian Weller, Giovanni Cherubin |
Fast conformal classification using influence functions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 303-305, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Christos Chatzichristos, José Felipe Golib Dzib, Andries Clinckaert, Wouter Everaerts, Maarten De Vos, Martine Lewi |
A non-conformity approach towards post-prostatectomy metastasis estimation using a multicentre prostate cancer database. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 266-285, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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1 | Ilia Nouretdinov, Vladimir Vovk, Alex Gammerman |
Conformal changepoint detection in continuous model situations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 300-302, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Charalambos Eliades, Harris Papadopoulos |
Using inductive conformal martingales for addressing concept drift in data stream classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 171-190, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Lars Carlsson, Zhiyuan Luo 0001, Giovanni Cherubin, Khuong An Nguyen |
Preface. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 1-3, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Niharika Gauraha, Ola Spjuth |
Synergy conformal prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 91-110, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Patrizio Giovannotti, Alex Gammerman |
Transformer-based conformal predictors for paraphrase detection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 243-265, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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1 | Lars Carlsson, Zhiyuan Luo 0001, Giovanni Cherubin, Khuong An Nguyen (eds.) |
Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![PMLR The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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1 | Nishant Wilson, Steve Barwick, Vince Booker, Tom Mildenhall, Laura Still, Yan Wang, Khuong An Nguyen |
Confidence machine learning for cutting tool life prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 294-296, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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1 | Henrik Boström, Ulf Johansson, Tuwe Löfström |
Mondrian conformal predictive distributions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 24-38, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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1 | Anthony Bellotti |
Approximation to object conditional validity with inductive conformal predictors. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 4-23, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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1 | Hugo Werner, Lars Carlsson, Ernst Ahlberg, Henrik Boström |
Evaluation of updating strategies for conformal predictive systems in the presence of extreme events. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 229-242, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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1 | William Lopez Jaramillo, Evgueni N. Smirnov |
Shapley-value based inductive conformal prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 52-71, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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1 | Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau 0001 |
Class-wise confidence for debt prediction in real estate management: discussion and lessons learned from an application. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 211-228, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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1 | Vladimir Vovk, Ivan Petej, Alex Gammerman |
Protected probabilistic classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event., pp. 297-299, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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1 | Anthony Bellotti |
Constructing normalized nonconformity measures based on maximizing predictive efficiency. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, COPA 2020, 9-11 September 2020, Virtual Event, pp. 41-54, 2020, PMLR. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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1 | Vladimir Vovk, Ivan Petej, Paolo Toccaceli, Alexander Gammerman, Ernst Ahlberg, Lars Carlsson |
Conformal calibrators. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, COPA 2020, 9-11 September 2020, Virtual Event, pp. 84-99, 2020, PMLR. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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1 | Vladimir Vapnik, Rauf Izmailov |
Complete statistical theory of learning: learning using statistical invariants. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, COPA 2020, 9-11 September 2020, Virtual Event, pp. 4-40, 2020, PMLR. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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1 | Hugo Werner, Lars Carlsson, Ernst Ahlberg, Henrik Boström |
Evaluating different approaches to calibrating conformal predictive systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, COPA 2020, 9-11 September 2020, Virtual Event, pp. 134-150, 2020, PMLR. The full citation details ...](Pics/full.jpeg) |
2020 |
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1 | |
Preface. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, COPA 2020, 9-11 September 2020, Virtual Event, pp. 1-3, 2020, PMLR. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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1 | Adam Corrigan, Philip Hopcroft, Ana Narvaez, Claus Bendtsen |
Batch mode active learning for mitotic phenotypes using conformal prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, COPA 2020, 9-11 September 2020, Virtual Event, pp. 229-243, 2020, PMLR. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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1 | Najim Al-Baghdadi, David Lindsay, Yuri Kalnishkan, Siân Lindsay |
Practical investment with the long-short game. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, COPA 2020, 9-11 September 2020, Virtual Event, pp. 209-228, 2020, PMLR. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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1 | Nicolò Colombo, Vladimir Vovk |
Training conformal predictors. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, COPA 2020, 9-11 September 2020, Virtual Event, pp. 55-64, 2020, PMLR. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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1 | Linn Karlsson, Henrik Boström, Paul Zieger |
Classication of aerosol particles using inductive conformal prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COPA ![In: Conformal and Probabilistic Prediction and Applications, COPA 2020, 9-11 September 2020, Virtual Event, pp. 257-268, 2020, PMLR. The full citation details ...](Pics/full.jpeg) |
2020 |
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