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Results
Found 4791 publication records. Showing 4791 according to the selection in the facets
Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
10 | Charles Audet, Sébastien Le Digabel, Renaud Saltet |
Quantifying uncertainty with ensembles of surrogates for blackbox optimization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Optim. Appl. ![In: Comput. Optim. Appl. 83(1), pp. 29-66, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Chaitanya Manapragada, Heitor Murilo Gomes, Mahsa Salehi, Albert Bifet, Geoffrey I. Webb |
An eager splitting strategy for online decision trees in ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Data Min. Knowl. Discov. ![In: Data Min. Knowl. Discov. 36(2), pp. 566-619, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Sevvandi Kandanaarachchi |
Unsupervised anomaly detection ensembles using item response theory. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Sci. ![In: Inf. Sci. 587, pp. 142-163, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Andrzej Janusz, Daniel Kaluza, Maciej Matraszek, Lukasz Grad, Maciej Swiechowski, Dominik Slezak |
Learning multimodal entity representations and their ensembles, with applications in a data-driven advisory framework for video game players. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Sci. ![In: Inf. Sci. 617, pp. 193-210, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Felipe Kenji Nakano, Konstantinos Pliakos, Celine Vens |
Deep tree-ensembles for multi-output prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Pattern Recognit. ![In: Pattern Recognit. 121, pp. 108211, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Esra Adiyeke, Mustafa Gökçe Baydogan |
Semi-supervised extensions of multi-task tree ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Pattern Recognit. ![In: Pattern Recognit. 123, pp. 108393, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Proc. Priv. Enhancing Technol. ![In: Proc. Priv. Enhancing Technol. 2022(2), pp. 205-226, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Kenneth C. Lichtendahl Jr., Yael Grushka-Cockayne, Victor Richmond R. Jose, Robert L. Winkler |
Extremizing and Antiextremizing in Bayesian Ensembles of Binary-Event Forecasts. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Oper. Res. ![In: Oper. Res. 70(5), pp. 2998-3014, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Hunter Goddard, Lior Shamir |
SVMnet: Non-Parametric Image Classification Based on Convolutional Ensembles of Support Vector Machines for Small Training Sets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Access ![In: IEEE Access 10, pp. 24029-24038, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Cuicui Luo |
A comparison analysis for credit scoring using bagging ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Expert Syst. J. Knowl. Eng. ![In: Expert Syst. J. Knowl. Eng. 39(2), 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Gerhard Tutz 0001 |
Ordinal Trees and Random Forests: Score-Free Recursive Partitioning and Improved Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Classif. ![In: J. Classif. 39(2), pp. 241-263, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Te Han, Yan-Fu Li |
Out-of-distribution detection-assisted trustworthy machinery fault diagnosis approach with uncertainty-aware deep ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Reliab. Eng. Syst. Saf. ![In: Reliab. Eng. Syst. Saf. 226, pp. 108648, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Oleksandr Sushchov, Piotr Homola, Marcin Piekarczyk, Ophir Ruimi, Kévin Almeida Cheminant, Olaf Bar, Lukasz Bibrzycki, Bohdan Hnatyk, Péter Kovács, Bartosz Lozowski, Michal Niedzwiecki, Slawomir Stuglik, Arman Tursunov, Tadeusz Wibig |
A New Method of Simulation of Cosmic-ray Ensembles Initiated by Synchrotron Radiation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Symmetry ![In: Symmetry 14(10), pp. 1961, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Petr Karpov, Serguei Brazovskii |
Pattern Formation and Aggregation in Ensembles of Solitons in Quasi One-Dimensional Electronic Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Symmetry ![In: Symmetry 14(5), pp. 972, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Liu Yang, Constantinos Daskalakis, George E. Karniadakis |
Generative Ensemble Regression: Learning Particle Dynamics from Observations of Ensembles with Physics-informed Deep Generative Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SIAM J. Sci. Comput. ![In: SIAM J. Sci. Comput. 44(1), pp. 80-, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Carolina Veiga Ferreira de Souza, Priscila da Cunha Luz Barcellos, Lhaylla Crissaff, Márcio Cataldi, Fabio Miranda 0001, Marcos Lage |
Visualizing simulation ensembles of extreme weather events. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Graph. ![In: Comput. Graph. 104, pp. 162-172, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Christopher P. Kappe, Michael Böttinger, Heike Leitte |
Topology-based feature analysis of scalar field ensembles: An application to climate (change) analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Graph. ![In: Comput. Graph. 104, pp. 59-71, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Marina Evers, Lars Linsen |
Multi-dimensional parameter-space partitioning of spatio-temporal simulation ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Graph. ![In: Comput. Graph. 104, pp. 140-151, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Christophe Molina, Lilia Ait-Ouarab, Hervé Minoux |
Isometric Stratified Ensembles: A Partial and Incremental Adaptive Applicability Domain and Consensus-Based Classification Strategy for Highly Imbalanced Data Sets with Application to Colloidal Aggregation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Chem. Inf. Model. ![In: J. Chem. Inf. Model. 62(8), pp. 1849-1862, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Rory Mitchell, Eibe Frank, Geoff Holmes 0001 |
GPUTreeShap: massively parallel exact calculation of SHAP scores for tree ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PeerJ Comput. Sci. ![In: PeerJ Comput. Sci. 8, pp. e880, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Yijun Bian, Huanhuan Chen |
When Does Diversity Help Generalization in Classification Ensembles? ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Cybern. ![In: IEEE Trans. Cybern. 52(9), pp. 9059-9075, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Adnan O. M. Abuassba, Dezheng Zhang, Hazrat Ali, Fan Zhang, Ali Khan |
Classification with ensembles and case study on functional magnetic resonance imaging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Digit. Commun. Networks ![In: Digit. Commun. Networks 8(1), pp. 80-86, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Muhammad Mohebujjaman, Hongwei Wang, Leo G. Rebholz, Md. Abdullah Al Mahbub |
An efficient algorithm for parameterized magnetohydrodynamic flow ensembles simulation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Math. Appl. ![In: Comput. Math. Appl. 112, pp. 167-180, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI 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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Parallel Distributed Syst. ![In: IEEE Trans. Parallel Distributed Syst. 33(4), pp. 977-988, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Dewei Yi, Hui Fang 0003, Yining Hua, Jinya Su, Mohammed Quddus 0001, Jungong Han |
Improving Synthetic to Realistic Semantic Segmentation With Parallel Generative Ensembles for Autonomous Urban Driving. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Cogn. Dev. Syst. ![In: IEEE Trans. Cogn. Dev. Syst. 14(4), pp. 1496-1506, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Yuan Ni, Feixing Dong, Meng Zou, Weiping Li |
Movie Box Office Prediction Based on Multi-Model Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. ![In: Inf. 13(6), pp. 299, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Matteo Tiberti, Thilde Terkelsen, Kristine Degn, Ludovica Beltrame, Tycho Canter Cremers, Isabelle da Piedade, Miriam Di Marco, Emiliano Maiani, Elena Papaleo |
MutateX: an automated pipeline for in silico saturation mutagenesis of protein structures and structural ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Briefings Bioinform. ![In: Briefings Bioinform. 23(3), 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Daniel Rivas-Barragan, Daniel Domingo-Fernández, Yojana Gadiya, David Healey |
Ensembles of knowledge graph embedding models improve predictions for drug discovery. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Briefings Bioinform. ![In: Briefings Bioinform. 23(6), 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Leon Weber, Mario Sänger, Samuele Garda, Fabio Barth, Christoph Alt, Ulf Leser |
Chemical-protein relation extraction with ensembles of carefully tuned pretrained language models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Database J. Biol. Databases Curation ![In: Database J. Biol. Databases Curation 2022(2022), 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Richard J. Hewitt, Majid Shadman Roodposhti, Brett A. Bryan |
There's no best model! Addressing limitations of land-use scenario modelling through multi-model ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Int. J. Geogr. Inf. Sci. ![In: Int. J. Geogr. Inf. Sci. 36(12), pp. 2352-2385, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Jr-Shin Li, Wei Zhang 0092, Yuan-Hung Kuan |
Moment quantization of inhomogeneous spin ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Annu. Rev. Control. ![In: Annu. Rev. Control. 54, pp. 305-313, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Damiano Clementel, Alessio Del Conte, Alexander Miguel Monzon, Giorgia F. Camagni, Giovanni Minervini, Damiano Piovesan, Silvio C. E. Tosatto |
RING 3.0: fast generation of probabilistic residue interaction networks from structural ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Nucleic Acids Res. ![In: Nucleic Acids Res. 50(W1), pp. 651-656, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Boshko Koloski, Timen Stepisnik Perdih, Marko Robnik-Sikonja, Senja Pollak, Blaz Skrlj |
Knowledge graph informed fake news classification via heterogeneous representation ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neurocomputing ![In: Neurocomputing 496, pp. 208-226, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Thiago V. V. Batista, Benjamín R. C. Bedregal, Ronei M. Moraes |
Constructing multi-layer classifier ensembles using the Choquet integral based on overlap and quasi-overlap functions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neurocomputing ![In: Neurocomputing 500, pp. 413-421, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Venkat Nemani, Hao Lu, Adam Thelen, Chao Hu, Andrew T. Zimmerman |
Ensembles of probabilistic LSTM predictors and correctors for bearing prognostics using industrial standards. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neurocomputing ![In: Neurocomputing 491, pp. 575-596, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Jae-Hyung Jung, Yeongkwon Choe, Chan Gook Park |
Photometric Visual-Inertial Navigation With Uncertainty-Aware Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Robotics ![In: IEEE Trans. Robotics 38(4), pp. 2039-2052, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Leandro G. Radusky, Luis Serrano |
pyFoldX: enabling biomolecular analysis and engineering along structural ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Bioinform. ![In: Bioinform. 38(8), pp. 2353-2355, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Carlos Balsa, Carlos Veiga Rodrigues, Leonardo Araújo, José Rufino |
Cluster-Based Analogue Ensembles for Hindcasting with Multistations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. ![In: Comput. 10(6), pp. 91, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
10 | Alexander Kumpf, Josef Stumpfegger, Patrick Fabian Härtl, Rüdiger Westermann |
Visual Analysis of Multi-Parameter Distributions Across Ensembles of 3D Fields. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Vis. Comput. Graph. ![In: IEEE Trans. Vis. Comput. Graph. 28(10), pp. 3530-3545, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Tushar M. Athawale, Dan Maljovec, Lin Yan 0003, Chris R. Johnson 0001, Valerio Pascucci, Bei Wang 0001 |
Uncertainty Visualization of 2D Morse Complex Ensembles Using Statistical Summary Maps. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Vis. Comput. Graph. ![In: IEEE Trans. Vis. Comput. Graph. 28(4), pp. 1955-1966, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Seyed Kamyar Seyed Ghasemipour, Shixiang Shane Gu, Ofir Nachum |
Why So Pessimistic? Estimating Uncertainties for Offline RL through Ensembles, and Why Their Independence Matters. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.13703, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Dominik Vietinghoff, Michael Böttinger, Gerik Scheuermann, Christian Heine 0002 |
Visualizing Confidence Intervals for Critical Point Probabilities in 2D Scalar Field Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2207.13661, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Benedikt Schulz, Sebastian Lerch |
Aggregating distribution forecasts from deep ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2204.02291, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Dominik Filipiak, Anna Fensel, Agata Filipowska |
KGTN-ens: Few-Shot Image Classification with Knowledge Graph Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2211.03199, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Rui P. Cardoso, Emma Hart, David Burth Kurka, Jeremy V. Pitt |
Augmenting Novelty Search with a Surrogate Model to Engineer Meta-Diversity in Ensembles of Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2201.12896, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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10 | José de S. Ribeiro, Lucas F. F. Cardoso, Raíssa Lorena Silva da Silva, Vitor Cirilo Araujo Santos, Níkolas Carneiro, Ronnie Alves |
Global Explanation of Tree-Ensembles Models Based on Item Response Theory. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.09933, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Mikhail Lepekhin, Serge Sharoff |
Estimating Confidence of Predictions of Individual Classifiers and Their Ensembles for the Genre Classification Task. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.07427, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Alvaro R. Ferreira Jr., Fábio Augusto Faria, Gustavo Carneiro 0001, Vinícius Veloso de Melo |
An Evolutionary Approach for Creating of Diverse Classifier Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2208.10996, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Tim Whitaker, Darrell Whitley |
Prune and Tune Ensembles: Low-Cost Ensemble Learning With Sparse Independent Subnetworks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2202.11782, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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10 | Oleksandr Balabanov, Bernhard Mehlig, Hampus Linander |
Bayesian posterior approximation with stochastic ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2212.08123, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Thang Doan, Seyed-Iman Mirzadeh, Joelle Pineau, Mehrdad Farajtabar |
Efficient Continual Learning Ensembles in Neural Network Subspaces. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2202.09826, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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10 | Somayeh Hussaini, Michael Milford, Tobias Fischer 0001 |
Ensembles of Compact, Region-specific & Regularized Spiking Neural Networks for Scalable Place Recognition. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2209.08723, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Renata Garcia Oliveira, Wouter Caarls |
Online Weighted Q-Ensembles for Reduced Hyperparameter Tuning in Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2209.15078, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Steven J. Krieg, William C. Burgis, Patrick M. Soga, Nitesh V. Chawla |
Deep Ensembles for Graphs with Higher-order Dependencies. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.13988, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Pierrick Pochelu, Serge G. Petiton, Bruno Conche |
An efficient and flexible inference system for serving heterogeneous ensembles of deep neural networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2208.14049, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Nicolas Resch, Chen Yuan 0003 |
Threshold Rates of Codes Ensembles: Linear is Best. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.01513, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Syed Sameed Husain, Eng-Jon Ong, Dmitry Minskiy, Mikel Bober-Irizar, Amaia Irizar, Miroslaw Bober |
Subcellular Protein Localisation in the Human Protein Atlas using Ensembles of Diverse Deep Architectures. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.09841, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Justin Jude, Matthew G. Perich, Lee E. Miller, Matthias H. Hennig |
Capturing cross-session neural population variability through self-supervised identification of consistent neuron ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.09829, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Shibal Ibrahim, Hussein Hazimeh 0001, Rahul Mazumder |
Flexible Modeling and Multitask Learning using Differentiable Tree Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.09717, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Matteo Aldeghi, Connor W. Coley |
A graph representation of molecular ensembles for polymer property prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.08619, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Ilya Shashkov, Nikita Balabin, Evgeny Burnaev, Alexey Zaytsev 0002 |
Transfer learning for ensembles: reducing computation time and keeping the diversity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.13116, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Beatrice Portelli, Simone Scaboro, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra 0001 |
AILAB-Udine@SMM4H 22: Limits of Transformers and BERT Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2209.03452, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Shingo Yashima, Teppei Suzuki, Kohta Ishikawa, Ikuro Sato, Rei Kawakami |
Feature Space Particle Inference for Neural Network Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.00944, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Miklós Z. Horváth, Mark Niklas Müller, Marc Fischer 0002, Martin T. Vechev |
(De-)Randomized Smoothing for Decision Stump Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.13909, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Thomas Buddenkotte, Lorena Escudero Sanchez, Mireia Crispin-Ortuzar, Ramona Woitek, Cathal McCague, James D. Brenton, Ozan Öktem, Evis Sala, Leonardo Rundo |
Calibrating Ensembles for Scalable Uncertainty Quantification in Deep Learning-based Medical Segmentation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2209.09563, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Seijin Kobayashi, Pau Vilimelis Aceituno, Johannes von Oswald |
Disentangling the Predictive Variance of Deep Ensembles through the Neural Tangent Kernel. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.09818, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Christopher Ormerod |
Short-answer scoring with ensembles of pretrained language models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2202.11558, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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10 | Mengjiao Han, Tushar M. Athawale, David Pugmire, Chris R. Johnson 0001 |
Accelerated Probabilistic Marching Cubes by Deep Learning for Time-Varying Scalar Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2207.07260, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Jamie F. Mair, Dominic C. Rose, Juan P. Garrahan |
Training neural network ensembles via trajectory sampling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2209.11116, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Zhixiang Chi, Rasoul Mohammadi Nasiri, Zheng Liu, Yuanhao Yu, Juwei Lu, Jin Tang, Konstantinos N. Plataniotis |
Error-Aware Spatial Ensembles for Video Frame Interpolation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2207.12305, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Brian Liu, Miaolan Xie, Haoyue Yang, Madeleine Udell |
ControlBurn: Nonlinear Feature Selection with Sparse Tree Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2207.03935, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Ryuichi Kanoh, Mahito Sugiyama |
A Neural Tangent Kernel Formula for Ensembles of Soft Trees with Arbitrary Architectures. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.12904, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Laurens Sluijterman, Eric Cator, Tom Heskes |
Confident Neural Network Regression with Bootstrapped Deep Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2202.10903, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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10 | Patrick Echtenbruck, Martina Echtenbruck, Kees Joost Batenburg, Thomas Bäck, Boris Naujoks, Michael Emmerich |
Optimally Weighted Ensembles of Regression Models: Exact Weight Optimization and Applications. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.11263, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Vikranth Dwaracherla, Zheng Wen 0002, Ian Osband, Xiuyuan Lu, Seyed Mohammad Asghari, Benjamin Van Roy |
Ensembles for Uncertainty Estimation: Benefits of Prior Functions and Bootstrapping. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.03633, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Niko Sünderhauf, Jad Abou-Chakra, Dimity Miller |
Density-aware NeRF Ensembles: Quantifying Predictive Uncertainty in Neural Radiance Fields. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2209.08718, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Alexander Hustinx, Fabio Hellmann, Ömer Sümer, Behnam Javanmardi, Elisabeth André, Peter Krawitz, Tzung-Chien Hsieh |
Improving Deep Facial Phenotyping for Ultra-rare Disorder Verification Using Model Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2211.06764, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Illia Oleksiienko, Alexandros Iosifidis |
Layer Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.04882, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Angelo Ziletti, Alan Akbik, Christoph Berns, Thomas Herold, Marion Legler, Martina Viell |
Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.02662, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Olivier Laurent 0002, Adrien Lafage, Enzo Tartaglione, Geoffrey Daniel, Jean-Marc Martinez, Andrei Bursuc, Gianni Franchi |
Packed-Ensembles for Efficient Uncertainty Estimation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.09184, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Dong Huang 0001, Chang-Dong Wang, Jian-Huang Lai |
Fast Multi-view Clustering via Ensembles: Towards Scalability, Superiority, and Simplicity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2203.11572, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Xuezhi Wang 0002, Jason Wei, Dale Schuurmans, Quoc V. Le, Ed H. Chi, Denny Zhou |
Rationale-Augmented Ensembles in Language Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2207.00747, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Tu Mai Anh Do, Loïc Pottier, Rafael Ferreira da Silva, Frédéric Suter, Silvina Caíno-Lores, Michela Taufer, Ewa Deelman |
Co-scheduling Ensembles of In Situ Workflows. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2208.09190, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Pieter Cawood, Terence L. van Zyl |
Evaluating State of the Art, Forecasting Ensembles- and Meta-learning Strategies for Model Fusion. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2203.03279, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Yutong Wang, Clayton D. Scott |
Consistent Interpolating Ensembles via the Manifold-Hilbert Kernel. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.09342, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Laurens Devos, Wannes Meert, Jesse Davis |
Adversarial Example Detection in Deployed Tree Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.13083, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Shengcai Liu, Fu Peng, Ke Tang 0001 |
Reliable Robustness Evaluation via Automatically Constructed Attack Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2211.12713, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Kaisar Kushibar, Víctor Manuel Campello, Lidia Garrucho Moras, Akis Linardos, Petia Radeva, Karim Lekadir |
Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2203.08878, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Marina Evers, Raphael Wittkowski, Lars Linsen |
ASEVis: Visual Exploration of Active System Ensembles to Define Characteristic Measures. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2207.06519, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Jorge Pérez-Aracil, Carlos Camacho-Gómez, Eugenio Lorente-Ramos, Cosmin Madalin Marina, Sancho Salcedo-Sanz |
New Probabilistic-Dynamic Multi-Method Ensembles for Optimization based on the CRO-SL. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2212.00742, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Siwen Yan, Sriraam Natarajan, Saket Joshi, Roni Khardon, Prasad Tadepalli |
Explainable Models via Compression of Tree Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.07904, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Nikolay Krantsevich, Jingyu He, P. Richard Hahn |
Stochastic Tree Ensembles for Estimating Heterogeneous Effects. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2209.06998, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Rounak Meyur, Anil Vullikanti, Samarth Swarup, Henning S. Mortveit, Virgilio Centeno, Arun G. Phadke, H. Vincent Poor, Madhav V. Marathe |
Ensembles of Realistic Power Distribution Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2208.06384, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Brian Liu, Rahul Mazumder |
ForestPrune: Compact Depth-Controlled Tree Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.00128, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Cuong Tran 0007, Keyu Zhu, Ferdinando Fioretto, Pascal Van Hentenryck |
SF-PATE: Scalable, Fair, and Private Aggregation of Teacher Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2204.05157, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Hassan Dbouk, Naresh R. Shanbhag |
Adversarial Vulnerability of Randomized Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.06737, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Antoine Didisheim, Bryan Kelly, Semyon Malamud |
Deep Regression Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2203.05417, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Simeon Adebola, Satvik Sharma, Kaushik Shivakumar |
DEFT: Diverse Ensembles for Fast Transfer in Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2209.12412, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Patrick Gustav Blaneck, Tobias Bornheim, Niklas Grieger, Stephan Bialonski |
Automatic Readability Assessment of German Sentences with Transformer Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2209.04299, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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10 | Ginestra Bianconi |
Information theory of spatial network ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.05614, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
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