Search results for "ensembles"

Hits ?▲	Authors	Title	Venue	Year	Link
10	Jonas Busk, Peter Bjørn Jørgensen, Arghya Bhowmik, Mikkel N. Schmidt, Ole Winther, Tejs Vegge	Calibrated Uncertainty for Molecular Property Prediction using Ensembles of Message Passing Neural Networks.	CoRR	2021	DBLP BibTeX RDF
10	Tarun Mattikalli, Tejas Sudharshan Mathai, Ronald M. Summers	Universal Lesion Detection in CT Scans using NeuralNetwork Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Felix Last, Ceren Yeni, Ulf Schlichtmann	Differentially Evolving Memory Ensembles: Pareto Optimization based on Computational Intelligence for Embedded Memories on a System Level.	CoRR	2021	DBLP BibTeX RDF
10	Teresa Yeo, Oguzhan Fatih Kar, Amir Zamir	Robustness via Cross-Domain Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Elham Yousef Kalafi, Ata Jodeiri, Seyed Kamaledin Setarehdan, Ng Wei Lin, Kartini Binti Rahman, Nur Aishah Taib, Sarinder Kaur Dhillon	Classification of Breast Cancer Lesions in Ultrasound Images by using Attention Layer and loss Ensembles in Deep Convolutional Neural Networks.	CoRR	2021	DBLP BibTeX RDF
10	David Campos 0002, Tung Kieu, Chenjuan Guo, Feiteng Huang, Kai Zheng 0001, Bin Yang 0002, Christian S. Jensen	Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles - Extended Version.	CoRR	2021	DBLP BibTeX RDF
10	Sevvandi Kandanaarachchi	Unsupervised Anomaly Detection Ensembles using Item Response Theory.	CoRR	2021	DBLP BibTeX RDF
10	Henry W. J. Reeve, Ata Kabán	Statistical optimality conditions for compressive ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Jun Ma	Loss Ensembles for Extremely Imbalanced Segmentation.	CoRR	2021	DBLP BibTeX RDF
10	Vishal Anand, Yuki Miura	PreDisM: Pre-Disaster Modelling With CNN Ensembles for At-Risk Communities.	CoRR	2021	DBLP BibTeX RDF
10	Mingyuan Mao, Baochang Zhang 0001, David S. Doermann, Jie Guo, Shumin Han, Yuan Feng, Xiaodi Wang, Errui Ding	Probabilistic Ranking-Aware Ensembles for Enhanced Object Detections.	CoRR	2021	DBLP BibTeX RDF
10	Ramen Ghosh, Wynita M. Griggs, Jakub Marecek, Robert N. Shorten	Unique Ergodicity in the Interconnections of Ensembles with Applications to Two-Sided Markets.	CoRR	2021	DBLP BibTeX RDF
10	Aqsa Saeed Qureshi, Teemu Roos	Transfer Learning with Ensembles of Deep Neural Networks for Skin Cancer Classification in Imbalanced Data Sets.	CoRR	2021	DBLP BibTeX RDF
10	Chengbin Hou, Guoji Fu, Peng Yang 0008, Shan He 0001, Ke Tang 0001	Robust Dynamic Network Embedding via Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Lorenzo Brigato, Luca Iocchi	On the Effectiveness of Neural Ensembles for Image Classification with Small Datasets.	CoRR	2021	DBLP BibTeX RDF
10	Aleksei Tiulpin, Matthew B. Blaschko	Greedy Bayesian Posterior Approximation with Deep Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Stephen Hudson, Jeffrey Larson 0001, John-Luke Navarro, Stefan M. Wild	libEnsemble: A Library to Coordinate the Concurrent Evaluation of Dynamic Ensembles of Calculations.	CoRR	2021	DBLP BibTeX RDF
10	Muhammad Mohebujjaman, Hongwei Wang, Leo G. Rebholz, Md. Abdullah Al Mahbub	An efficient algorithm for simulating ensembles of parameterized MHD flow problems.	CoRR	2021	DBLP BibTeX RDF
10	Ganesh Krishnan, Heike Hofmann	Hierarchical Decision Ensembles- An inferential framework for uncertain Human-AI collaboration in forensic examinations.	CoRR	2021	DBLP BibTeX RDF
10	Gabriel Eilertsen, Apostolia Tsirikoglou, Claes Lundström, Jonas Unger	Ensembles of GANs for synthetic training data generation.	CoRR	2021	DBLP BibTeX RDF
10	Edward Elson Kosasih, Joaquín Cabezas, Xavier Sumba, Piotr Bielak, Kamil Tagowski, Kelvin Idanwekhai, Benedict Aaron Tjandra, Arian Rokkum Jamasb	On Graph Neural Network Ensembles for Large-Scale Molecular Property Prediction.	CoRR	2021	DBLP BibTeX RDF
10	Alex Lamb, Di He 0001, Anirudh Goyal, Guolin Ke, Chien-Feng Liao, Mirco Ravanelli, Yoshua Bengio	Transformers with Competitive Ensembles of Independent Mechanisms.	CoRR	2021	DBLP BibTeX RDF
10	Grzegorz Dudek, Pawel Pelka	Ensembles of Randomized NNs for Pattern-based Time Series Forecasting.	CoRR	2021	DBLP BibTeX RDF
10	Kanthi K. Sarpatwar, Karthik Nandakumar, Nalini K. Ratha, James T. Rayfield, Karthikeyan Shanmugam, Sharath Pankanti, Roman Vaculín	Efficient Encrypted Inference on Ensembles of Decision Trees.	CoRR	2021	DBLP BibTeX RDF
10	James Urquhart Allingham, Florian Wenzel, Zelda E. Mariet, Basil Mustafa, Joan Puigcerver, Neil Houlsby, Ghassen Jerfel, Vincent Fortuin, Balaji Lakshminarayanan, Jasper Snoek, Dustin Tran, Carlos Riquelme Ruiz, Rodolphe Jenatton	Sparse MoEs meet Efficient Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Fabricio A. Breve	COVID-19 Detection on Chest X-Ray Images: A comparison of CNN architectures and ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Luís Borges, Bruno Martins 0001, Jamie Callan	Assessing the Benefits of Model Ensembles in Neural Re-Ranking for Passage Retrieval.	CoRR	2021	DBLP BibTeX RDF
10	Mehmet Efruz Karabulut, K. Vijay-Shanker, Yifan Peng	CU-UD: text-mining drug and chemical-protein interactions with ensembles of BERT-based models.	CoRR	2021	DBLP BibTeX RDF
10	Shuwei Shao, Ran Li, Zhongcai Pei, Zhong Liu, Weihai Chen, Wentao Zhu, Xingming Wu, Baochang Zhang 0001	NENet: Monocular Depth Estimation via Neural Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Andrea Agostinelli, Jasper R. R. Uijlings, Thomas Mensink, Vittorio Ferrari	Transferability Metrics for Selecting Source Model Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Xiaoqi Ma	Exploring ensembles and uncertainty minimization in denoising networks.	CoRR	2021	DBLP BibTeX RDF
10	Jiefeng Chen 0001, Frederick Liu, Besim Avci, Xi Wu 0001, Yingyu Liang, Somesh Jha	Detecting Errors and Estimating Accuracy on Unlabeled Data with Self-training Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Yunian Pan, Quanyan Zhu	Efficient Episodic Learning of Nonstationary and Unknown Zero-Sum Games Using Expert Game Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Lara Hoffmann, Clemens Elster	Deep Ensembles from a Bayesian Perspective.	CoRR	2021	DBLP BibTeX RDF
10	Giung Nam, Jongmin Yoon, Yoonho Lee 0001, Juho Lee 0001	Diversity Matters When Learning From Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Keliang Wang, Leonardo Lozano, Carlos Cardonha, David Bergman	Acceleration techniques for optimization over trained neural network ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Maximilian L. Croci, Ushnish Sengupta, Matthew P. Juniper	Online parameter inference for the simulation of a Bunsen flame using heteroscedastic Bayesian neural network ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Juan Antonio Ramirez-Orta, Eduardo Xamena, Ana Gabriela Maguitman, Evangelos E. Milios, Axel J. Soto	Post-OCR Document Correction with large Ensembles of Character Sequence Models.	CoRR	2021	DBLP BibTeX RDF
10	William F. Godoy, Andrei T. Savici, Steven E. Hahn, Peter F. Peterson	Efficient loading of reduced data ensembles produced at ORNL SNS/HFIR neutron time-of-flight facilities.	CoRR	2021	DBLP BibTeX RDF
10	Xin Du, Subramanian Ramamoorthy, Wouter Duivesteijn, Jin Tian, Mykola Pechenizkiy	Beyond Discriminant Patterns: On the Robustness of Decision Rule Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Shahbaz Rezaei, Zubair Shafiq, Xin Liu 0002	Accuracy-Privacy Trade-off in Deep Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	John Törnblom, Simin Nadjm-Tehrani	Scaling up Memory-Efficient Formal Verification Tools for Tree Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Loris Nanni, Daniela Cuza, Alessandra Lumini, Andrea Loreggia, Sheryl Brahnam	Deep ensembles in bioimage segmentation.	CoRR	2021	DBLP BibTeX RDF
10	Hayden McTavish, Chudi Zhong, Reto Achermann, Ilias Karimalis, Jacques Chen, Cynthia Rudin, Margo I. Seltzer	Fast Sparse Decision Tree Optimization via Reference Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Samuel Adams, Chaitali Choudhary, Martine De Cock, Rafael Dowsley, David Melanson, Anderson C. A. Nascimento, Davis Railsback, Jianwei Shen	Privacy-Preserving Training of Tree Ensembles over Continuous Data.	CoRR	2021	DBLP BibTeX RDF
10	Bernard Benson, Edward Brown, Stefano Bonasera, Giacomo Acciarini, Jorge A. Pérez-Hernández, Eric Sutton, Moriba K. Jah, Christopher Bridges, Meng Jin, Atilim Günes Baydin	Simultaneous Multivariate Forecast of Space Weather Indices using Deep Neural Network Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee 0001	PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification.	CoRR	2021	DBLP BibTeX RDF
10	Muhammad Mohebujjaman	High order efficient algorithm for computation of MHD flow ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Alexander Thebelt, Calvin Tsay, Robert M. Lee, Nathan Sudermann-Merx, David Walz, Tom Tranter, Ruth Misener	Multi-Objective Constrained Optimization for Energy Applications via Tree Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Jorge F. Lazo, Aldo Marzullo, Sara Moccia, Michele Catellani, Benoit Rosa, Michel de Mathelin, Elena De Momi	Using spatial-temporal ensembles of convolutional neural networks for lumen segmentation in ureteroscopy.	CoRR	2021	DBLP BibTeX RDF
10	Vân Anh Huynh-Thu, Pierre Geurts	Optimizing model-agnostic Random Subspace ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Thibault Doutre, Wei Han 0002, Chung-Cheng Chiu, Ruoming Pang, Olivier Siohan, Liangliang Cao	Bridging the gap between streaming and non-streaming ASR systems bydistilling ensembles of CTC and RNN-T models.	CoRR	2021	DBLP BibTeX RDF
10	Wenjing Li, Randy C. Paffenroth, David Berthiaume	Neural Network Ensembles: Theory, Training, and the Importance of Explicit Diversity.	CoRR	2021	DBLP BibTeX RDF
10		Developing parsimonious ensembles using predictor diversity within a reinforcement learning framework.	CoRR	2021	DBLP BibTeX RDF
10	Octavian-Eugen Ganea, Lagnajit Pattanaik, Connor W. Coley, Regina Barzilay, Klavs F. Jensen, William H. Green Jr., Tommi S. Jaakkola	GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Francesco D'Angelo, Vincent Fortuin, Florian Wenzel	On Stein Variational Neural Network Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Murray Shanahan, Christos Kaplanis, Jovana Mitrovic	Encoders and Ensembles for Task-Free Continual Learning.	CoRR	2021	DBLP BibTeX RDF
10	Anmol Jain, Aishwary Kumar, Seba Susan	Evaluating Deep Neural Network Ensembles by Majority Voting cum Meta-Learning scheme.	CoRR	2021	DBLP BibTeX RDF
10	Jennifer Weißen, Simone Göttlich, Dieter Armbruster	Density dependent diffusion models for the interaction of particle ensembles with boundaries.	CoRR	2021	DBLP BibTeX RDF
10	Jary Pomponi, Simone Scardapane, Aurelio Uncini	Structured Ensembles: an Approach to Reduce the Memory Footprint of Ensemble Methods.	CoRR	2021	DBLP BibTeX RDF
10	Lev V. Utkin, Andrei V. Konstantinov	Ensembles of Random SHAPs.	CoRR	2021	DBLP BibTeX RDF
10	Emily Black, Klas Leino, Matt Fredrikson	Selective Ensembles for Consistent Predictions.	CoRR	2021	DBLP BibTeX RDF
10	Greg M. Silverman, Raymond L. Finzel, Michael V. Heinz, Jake Vasilakes, Jacob C. Solinsky, Reed McEwan, Benjamin C. Knoll, Christopher J. Tignanelli, Hongfang Liu, Hua Xu 0001, Xiaoqian Jiang, Genevieve B. Melton, Serguei V. S. Pakhomov	An Empirical Study of UMLS Concept Extraction from Clinical Notes using Boolean Combination Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Marcelo Bacher, Irad Ben-Gal, Erez Shmueli	A Non-Parametric Subspace Analysis Approach with Application to Anomaly Detection Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Alessandra Lumini, Loris Nanni, Gianluca Maguolo	Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation.	CoRR	2021	DBLP BibTeX RDF
10	Ginestra Bianconi	Statistical physics of exchangeable sparse network ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Yue M. Lu	Householder Dice: A Matrix-Free Algorithm for Simulating Dynamics on Gaussian and Random Orthogonal Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Alexander Brace, Hyungro Lee, Heng Ma, Anda Trifan, Matteo Turilli, Igor Yakushin, Todd S. Munson, Ian T. Foster, Shantenu Jha, Arvind Ramanathan	Achieving 100X faster simulations of complex biological phenomena by coupling ML to HPC ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Navid Kardan, Ankit Sharma, Kenneth O. Stanley	Towards Consistent Predictive Confidence through Fitted Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	Ryuichi Kanoh, Mahito Sugiyama	A Neural Tangent Kernel Perspective of Infinite Tree Ensembles.	CoRR	2021	DBLP BibTeX RDF
10	M. Paz Sesmero Lorente, José Antonio Iglesias, Elena Magán, Agapito Ledezma, Araceli Sanchis	Impact of the learners diversity and combination method on the generation of heterogeneous classifier ensembles.	Appl. Soft Comput.	2021	DBLP DOI BibTeX RDF
10	Juan Martín, José A. Sáez, Emilio Corchado	On the suitability of stacking-based ensembles in smart agriculture for evapotranspiration prediction.	Appl. Soft Comput.	2021	DBLP DOI BibTeX RDF
10	Mateja Dumic, Domagoj Jakobovic	Ensembles of priority rules for resource constrained project scheduling problem.	Appl. Soft Comput.	2021	DBLP DOI BibTeX RDF
10	Jie Liu, Wenqian Dong, Dong Li 0001, Qingqing Zhou	Fauce: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation. (PDF / PS)	Proc. VLDB Endow.	2021	DBLP DOI BibTeX RDF
10	David Campos 0002, Tung Kieu, Chenjuan Guo, Feiteng Huang, Kai Zheng 0001, Bin Yang 0002, Christian S. Jensen	Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles. (PDF / PS)	Proc. VLDB Endow.	2021	DBLP DOI BibTeX RDF
10	Jorge F. Lazo, Aldo Marzullo, Sara Moccia, Michele Catellani, Benoit Rosa, Michel de Mathelin, Elena De Momi	Using spatial-temporal ensembles of convolutional neural networks for lumen segmentation in ureteroscopy.	Int. J. Comput. Assist. Radiol. Surg.	2021	DBLP DOI BibTeX RDF
10	Helena Liz, Manuel A. Sánchez-Montañés, Alfredo Tagarro, Sara Domínguez-Rodríguez, Ron Dagan, David Camacho	Ensembles of Convolutional Neural Network models for pediatric pneumonia diagnosis.	Future Gener. Comput. Syst.	2021	DBLP DOI BibTeX RDF
10	Zhaofei Wen, Ce Zhang 0005, Guofan Shao, Shengjun Wu, Peter M. Atkinson	Ensembles of multiple spectral water indices for improving surface water classification.	Int. J. Appl. Earth Obs. Geoinformation	2021	DBLP DOI BibTeX RDF
10	Rakshitha Godahewa, Kasun Bandara, Geoffrey I. Webb, Slawek Smyl, Christoph Bergmeir	Ensembles of localised models for time series forecasting.	Knowl. Based Syst.	2021	DBLP DOI BibTeX RDF
10	Jianjia Wang, Xichen Wu, Mingrui Li	Microcanonical and Canonical Ensembles for fMRI Brain Networks in Alzheimer's Disease.	Entropy	2021	DBLP DOI BibTeX RDF
10	Jianjia Wang, Xichen Wu, Mingrui Li, Hui Wu, Edwin R. Hancock	Erratum: Wang, J., et al. Microcanonical and Canonical Ensembles for fMRI Brain Networks in Alzheimer's Disease. Entropy 2021, 23, 216.	Entropy	2021	DBLP DOI BibTeX RDF
10	Samuel Adams, Chaitali Choudhary, Martine De Cock, Rafael Dowsley, David Melanson, Anderson C. A. Nascimento, Davis Railsback, Jianwei Shen	Privacy-Preserving Training of Tree Ensembles over Continuous Data.	IACR Cryptol. ePrint Arch.	2021	DBLP BibTeX RDF
10	Ralf R. Müller	On Approximation, Bounding & Exact Calculation of Average Block Error Probability for Random Code Ensembles.	IEEE Trans. Commun.	2021	DBLP DOI BibTeX RDF
10	Suhwang Jeong, Jeongseok Ha	MET-LDPC Code Ensembles of Low Code Rates With Exponentially Few Small Weight Codewords.	IEEE Trans. Commun.	2021	DBLP DOI BibTeX RDF
10	Hajar Siar, Mohammad Izadi	Offloading Coalition Formation for Scheduling Scientific Workflow Ensembles in Fog Environments.	J. Grid Comput.	2021	DBLP DOI BibTeX RDF
10	Kristoffer Wickstrøm, Karl Øyvind Mikalsen, Michael Kampffmeyer, Arthur Revhaug, Robert Jenssen	Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series.	IEEE J. Biomed. Health Informatics	2021	DBLP DOI BibTeX RDF
10	Giulio Tesei, João M. Martins, Micha B. A. Kunze, Yong Wang, Ramon Crehuet, Kresten Lindorff-Larsen	DEER-PREdict: Software for efficient calculation of spin-labeling EPR and NMR data from conformational ensembles.	PLoS Comput. Biol.	2021	DBLP DOI BibTeX RDF
10	Abdul Karim, Matthew Lee 0015, Thomas Balle, Abdul Sattar 0001	CardioTox net: a robust predictor for hERG channel blockade based on deep learning meta-feature ensembles.	J. Cheminformatics	2021	DBLP DOI BibTeX RDF
10	Haowen Xu, Andy Berres, Gautam S. Thakur, Jibonananda Sanyal, Supriya Chinthavali	EPIsembleVis: A geo-visual analysis and comparison of the prediction ensembles of multiple COVID-19 models.	J. Biomed. Informatics	2021	DBLP DOI BibTeX RDF
10	Guido Bologna	A Rule Extraction Technique Applied to Ensembles of Neural Networks, Random Forests, and Gradient-Boosted Trees.	Algorithms	2021	DBLP DOI BibTeX RDF
10	Changqin Huang, Ming Li 0065, Dianhui Wang	Stochastic configuration network ensembles with selective base models.	Neural Networks	2021	DBLP DOI BibTeX RDF
10	Jary Pomponi, Simone Scardapane, Aurelio Uncini	Structured Ensembles: An approach to reduce the memory footprint of ensemble methods.	Neural Networks	2021	DBLP DOI BibTeX RDF
10	Antonino Feitosa Neto, João Carlos Xavier Junior, Anne M. P. Canuto, Alexandre C. M. Oliveira	A study of model and hyper-parameter selection strategies for classifier ensembles: a robust analysis on different optimization algorithms and extended results.	Nat. Comput.	2021	DBLP DOI BibTeX RDF
10	Burak Ekim, Elif Sertel	Deep neural network ensembles for remote sensing land cover and land use classification.	Int. J. Digit. Earth	2021	DBLP DOI BibTeX RDF
10	Amir Ahmad, Ourooj Safi, Sharaf Jameel Malebary, Sami Alesawi, Entisar S. Alkayal	Decision Tree Ensembles to Predict Coronavirus Disease 2019 Infection: A Comparative Study.	Complex.	2021	DBLP DOI BibTeX RDF
10	Francesco Folino, Gianluigi Folino, Massimo Guarascio 0001, Francesco Sergio Pisani, Luigi Pontieri	On learning effective ensembles of deep neural networks for intrusion detection.	Inf. Fusion	2021	DBLP DOI BibTeX RDF
10	Francesco Serafin, Olaf David, Jack R. Carlson, Timothy R. Green, Riccardo Rigon	Bridging technology transfer boundaries: Integrated cloud services deliver results of nonlinear process models as surrogate model ensembles.	Environ. Model. Softw.	2021	DBLP DOI BibTeX RDF
10	Marina Evers, Karim Huesmann, Lars Linsen	Uncertainty-aware Visualization of Regional Time Series Correlation in Spatio-temporal Ensembles.	Comput. Graph. Forum	2021	DBLP DOI BibTeX RDF
10	Sitao Xiang	Eliminating topological errors in neural network rotation estimation using self-selecting ensembles.	ACM Trans. Graph.	2021	DBLP DOI BibTeX RDF
10	Mohammad Farhad Bulbul, Saiful Islam, Yatong Zhou, Hazrat Ali	Improving Human Action Recognition Using Hierarchical Features And Multiple Classifier Ensembles.	Comput. J.	2021	DBLP DOI BibTeX RDF