Works matching IS 08856125 AND DT 2024 AND VI 113 AND IP 5

Results: 36

Wasserstein dropout.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 3161, doi. 10.1007/s10994-022-06230-8

By:

Sicking, Joachim;
Akila, Maram;
Pintz, Maximilian;
Wirtz, Tim;
Wrobel, Stefan;
Fischer, Asja

Publication type:

Article

Goal exploration augmentation via pre-trained skills for sparse-reward long-horizon goal-conditioned reinforcement learning.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2527, doi. 10.1007/s10994-023-06503-w

By:

Wu, Lisheng;
Chen, Ke

Publication type:

Article

Machine learning with a reject option: a survey.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 3073, doi. 10.1007/s10994-024-06534-x

By:

Hendrickx, Kilian;
Perini, Lorenzo;
Van der Plas, Dries;
Meert, Wannes;
Davis, Jesse

Publication type:

Article

Training data influence analysis and estimation: a survey.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2351, doi. 10.1007/s10994-023-06495-7

By:

Hammoudeh, Zayd;
Lowd, Daniel

Publication type:

Article

Deep reinforcement learning for multi-class imbalanced training: applications in healthcare.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2655, doi. 10.1007/s10994-023-06481-z

By:

Yang, Jenny;
El-Bouri, Rasheed;
O'Donoghue, Odhran;
Lachapelle, Alexander S.;
Soltan, Andrew A. S.;
Eyre, David W.;
Lu, Lei;
Clifton, David A.

Publication type:

Article

Correction to: A neural meta-model for predicting winter wheat crop yield.

Published in:

2024

By:

Bansal, Yogesh;
Lillis, David;
Kechadi, M.-Tahar

Publication type:

Correction Notice

Correction: Adversarial concept drift detection under poisoning attacks for robust data stream mining.

Published in:

2024

By:

Korycki, Łukasz;
Krawczyk, Bartosz

Publication type:

Correction Notice

Bounding the Rademacher complexity of Fourier neural operators.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2467, doi. 10.1007/s10994-024-06533-y

By:

Kim, Taeyoung;
Kang, Myungjoo

Publication type:

Article

Optimal clustering from noisy binary feedback.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2733, doi. 10.1007/s10994-024-06532-z

By:

Ariu, Kaito;
Ok, Jungseul;
Proutiere, Alexandre;
Yun, Seyoung

Publication type:

Article

Personalization for web-based services using offline reinforcement learning.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 3049, doi. 10.1007/s10994-024-06525-y

By:

Apostolopoulos, Pavlos Athanasios;
Wang, Zehui;
Wang, Hanson;
Xu, Tenghyu;
Zhou, Chad;
Virochsiri, Kittipate;
Zhou, Norm;
Markov, Igor L.

Publication type:

Article

Tackle balancing constraints in semi-supervised ordinal regression.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2575, doi. 10.1007/s10994-024-06518-x

By:

Zhang, Chenkang;
Huang, Heng;
Gu, Bin

Publication type:

Article

Gradient boosted trees for evolving data streams.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 3325, doi. 10.1007/s10994-024-06517-y

By:

Gunasekara, Nuwan;
Pfahringer, Bernhard;
Gomes, Heitor;
Bifet, Albert

Publication type:

Article

Neural network relief: a pruning algorithm based on neural activity.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2597, doi. 10.1007/s10994-024-06516-z

By:

Dekhovich, Aleksandr;
Tax, David M. J.;
Sluiter, Marcel H. F.;
Bessa, Miguel A.

Publication type:

Article

Fair and green hyperparameter optimization via multi-objective and multiple information source Bayesian optimization.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2701, doi. 10.1007/s10994-024-06515-0

By:

Candelieri, Antonio;
Ponti, Andrea;
Archetti, Francesco

Publication type:

Article

Correction to: Multi-agent reinforcement learning for fast-timescale demand response of residential loads.

Published in:

2024

By:

Mai, Vincent;
Maisonneuve, Philippe;
Zhang, Tianyu;
Nekoei, Hadi;
Paull, Liam;
Lesage-Landry, Antoine

Publication type:

Correction Notice

Dynamic datasets and market environments for financial reinforcement learning.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2795, doi. 10.1007/s10994-023-06511-w

By:

Liu, Xiao-Yang;
Xia, Ziyi;
Yang, Hongyang;
Gao, Jiechao;
Zha, Daochen;
Zhu, Ming;
Wang, Christina Dan;
Wang, Zhaoran;
Guo, Jian

Publication type:

Article

Re-attentive experience replay in off-policy reinforcement learning.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2327, doi. 10.1007/s10994-023-06505-8

By:

Wei, Wei;
Wang, Da;
Li, Lin;
Liang, Jiye

Publication type:

Article

Learning to bid and rank together in recommendation systems.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2559, doi. 10.1007/s10994-023-06444-4

By:

Ji, Geng;
Jiang, Wentao;
Li, Jiang;
Fahid, Fahmid Morshed;
Chen, Zhengxing;
Li, Yinghua;
Xiao, Jun;
Bao, Chongxi;
Zhu, Zheqing

Publication type:

Article

Goal-conditioned offline reinforcement learning through state space partitioning.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2435, doi. 10.1007/s10994-023-06500-z

By:

Wang, Mianchu;
Jin, Yue;
Montana, Giovanni

Publication type:

Article

When are they coming? Understanding and forecasting the timeline of arrivals at the FC Barcelona stadium on match days.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2765, doi. 10.1007/s10994-023-06499-3

By:

Serra-Burriel, Feliu;
Delicado, Pedro;
Cucchietti, Fernando M.;
Graells-Garrido, Eduardo;
Gil, Alex;
Eguskiza, Imanol

Publication type:

Article

Efficient learning of power grid voltage control strategies via model-based deep reinforcement learning.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2675, doi. 10.1007/s10994-023-06422-w

By:

Hossain, Ramij Raja;
Yin, Tianzhixi;
Du, Yan;
Huang, Renke;
Tan, Jie;
Yu, Wenhao;
Liu, Yuan;
Huang, Qiuhua

Publication type:

Article

Fair tree classifier using strong demographic parity.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 3305, doi. 10.1007/s10994-023-06376-z

By:

Pereira Barata, António;
Takes, Frank W.;
van den Herik, H. Jaap;
Veenman, Cor J.

Publication type:

Article

Federated learning with superquantile aggregation for heterogeneous data.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2955, doi. 10.1007/s10994-023-06332-x

By:

Pillutla, Krishna;
Laguel, Yassine;
Malick, Jérôme;
Harchaoui, Zaid

Publication type:

Article

Imbalanced gradients: a subtle cause of overestimated adversarial robustness.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2301, doi. 10.1007/s10994-023-06328-7

By:

Ma, Xingjun;
Jiang, Linxi;
Huang, Hanxun;
Weng, Zejia;
Bailey, James;
Jiang, Yu-Gang

Publication type:

Article

Reinforcement learning tutor better supported lower performers in a math task.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 3023, doi. 10.1007/s10994-023-06423-9

By:

Ruan, Sherry;
Nie, Allen;
Steenbergen, William;
He, Jiayu;
Zhang, J. Q.;
Guo, Meng;
Liu, Yao;
Dang Nguyen, Kyle;
Wang, Catherine Y.;
Ying, Rui;
Landay, James A.;
Brunskill, Emma

Publication type:

Article

PreCoF: counterfactual explanations for fairness.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 3111, doi. 10.1007/s10994-023-06319-8

By:

Goethals, Sofie;
Martens, David;
Calders, Toon

Publication type:

Article

UnbiasedNets: a dataset diversification framework for robustness bias alleviation in neural networks.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2499, doi. 10.1007/s10994-023-06314-z

By:

Naseer, Mahum;
Prabakaran, Bharath Srinivas;
Hasan, Osman;
Shafique, Muhammad

Publication type:

Article

Dealing with the unevenness: deeper insights in graph-based attack and defense.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2921, doi. 10.1007/s10994-022-06234-4

By:

Zhan, Haoxi;
Pei, Xiaobing

Publication type:

Article

On the incompatibility of accuracy and equal opportunity.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2405, doi. 10.1007/s10994-023-06331-y

By:

Pinzón, Carlos;
Palamidessi, Catuscia;
Piantanida, Pablo;
Valencia, Frank

Publication type:

Article

Extracting automata from recurrent neural networks using queries and counterexamples (extended version).

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2877, doi. 10.1007/s10994-022-06163-2

By:

Weiss, Gail;
Goldberg, Yoav;
Yahav, Eran

Publication type:

Article

LIMEcraft: handcrafted superpixel selection and inspection for Visual eXplanations.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 3143, doi. 10.1007/s10994-022-06204-w

By:

Hryniewska, Weronika;
Grudzień, Adrianna;
Biecek, Przemysław

Publication type:

Article

Fairness seen as global sensitivity analysis.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 3205, doi. 10.1007/s10994-022-06202-y

By:

Bénesse, Clément;
Gamboa, Fabrice;
Loubes, Jean-Michel;
Boissin, Thibaut

Publication type:

Article

Incremental learning of iterated dependencies.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2841, doi. 10.1007/s10994-021-05947-2

By:

Béchet, Denis;
Foret, Annie

Publication type:

Article

Connecting weighted automata, tensor networks and recurrent neural networks through spectral learning.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2619, doi. 10.1007/s10994-022-06164-1

By:

Li, Tianyu;
Precup, Doina;
Rabusseau, Guillaume

Publication type:

Article

Learning (k,l)-context-sensitive probabilistic grammars with nonparametric Bayesian approach.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 3267, doi. 10.1007/s10994-021-06034-2

By:

Shibata, Chihiro

Publication type:

Article

Distillation of weighted automata from recurrent neural networks using a spectral approach.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 3233, doi. 10.1007/s10994-021-05948-1

By:

Eyraud, Rémi;
Ayache, Stéphane

Publication type:

Article