Imbalanced gradients: a subtle cause of overestimated adversarial robustness Xingjun MaLinxi JiangYu-Gang Jiang OriginalPaper 30 March 2023 Pages: 2301 - 2326
Re-attentive experience replay in off-policy reinforcement learning Wei WeiDa WangJiye Liang OriginalPaper 22 February 2024 Pages: 2327 - 2349
Training data influence analysis and estimation: a survey Zayd HammoudehDaniel Lowd OriginalPaper Open access 29 March 2024 Pages: 2351 - 2403
On the incompatibility of accuracy and equal opportunity Carlos PinzónCatuscia PalamidessiFrank Valencia OriginalPaper 02 May 2023 Pages: 2405 - 2434
Goal-conditioned offline reinforcement learning through state space partitioning Mianchu WangYue JinGiovanni Montana OriginalPaper Open access 05 February 2024 Pages: 2435 - 2465
Bounding the Rademacher complexity of Fourier neural operators Taeyoung KimMyungjoo Kang OriginalPaper Open access 26 March 2024 Pages: 2467 - 2498
UnbiasedNets: a dataset diversification framework for robustness bias alleviation in neural networks Mahum NaseerBharath Srinivas PrabakaranMuhammad Shafique OriginalPaper Open access 01 March 2023 Pages: 2499 - 2526
Goal exploration augmentation via pre-trained skills for sparse-reward long-horizon goal-conditioned reinforcement learning Lisheng WuKe Chen OriginalPaper Open access 05 February 2024 Pages: 2527 - 2557
Learning to bid and rank together in recommendation systems Geng JiWentao JiangZheqing Zhu OriginalPaper Open access 29 November 2023 Pages: 2559 - 2573
Tackle balancing constraints in semi-supervised ordinal regression Chenkang ZhangHeng HuangBin Gu OriginalPaper 04 March 2024 Pages: 2575 - 2595
Neural network relief: a pruning algorithm based on neural activity Aleksandr DekhovichDavid M. J. TaxMiguel A. Bessa OriginalPaper 05 March 2024 Pages: 2597 - 2618
Connecting weighted automata, tensor networks and recurrent neural networks through spectral learning Tianyu LiDoina PrecupGuillaume Rabusseau OriginalPaper 30 March 2022 Pages: 2619 - 2653
Deep reinforcement learning for multi-class imbalanced training: applications in healthcare Jenny YangRasheed El-BouriDavid A. Clifton OriginalPaper Open access 28 November 2023 Pages: 2655 - 2674
Efficient learning of power grid voltage control strategies via model-based deep reinforcement learning Ramij Raja HossainTianzhixi YinQiuhua Huang OriginalPaper 06 November 2023 Pages: 2675 - 2700
Fair and green hyperparameter optimization via multi-objective and multiple information source Bayesian optimization Antonio CandelieriAndrea PontiFrancesco Archetti OriginalPaper Open access 28 February 2024 Pages: 2701 - 2731
Optimal clustering from noisy binary feedback Kaito AriuJungseul OkSeyoung Yun OriginalPaper Open access 22 March 2024 Pages: 2733 - 2764
When are they coming? Understanding and forecasting the timeline of arrivals at the FC Barcelona stadium on match days Feliu Serra-BurrielPedro DelicadoImanol Eguskiza OriginalPaper Open access 26 March 2024 Pages: 2765 - 2794
Dynamic datasets and market environments for financial reinforcement learning Xiao-Yang LiuZiyi XiaJian Guo OriginalPaper 26 February 2024 Pages: 2795 - 2839
Incremental learning of iterated dependencies Denis BéchetAnnie Foret OriginalPaper 07 March 2021 Pages: 2841 - 2875
Extracting automata from recurrent neural networks using queries and counterexamples (extended version) Gail WeissYoav GoldbergEran Yahav OriginalPaper 08 June 2022 Pages: 2877 - 2919
Dealing with the unevenness: deeper insights in graph-based attack and defense Haoxi ZhanXiaobing Pei OriginalPaper 07 October 2022 Pages: 2921 - 2953
Federated learning with superquantile aggregation for heterogeneous data Krishna PillutlaYassine LaguelZaid Harchaoui OriginalPaper 16 May 2023 Pages: 2955 - 3022
Reinforcement learning tutor better supported lower performers in a math task Sherry RuanAllen NieEmma Brunskill OriginalPaper Open access 09 February 2024 Pages: 3023 - 3048
Personalization for web-based services using offline reinforcement learning Pavlos Athanasios ApostolopoulosZehui WangIgor L. Markov OriginalPaper 28 March 2024 Pages: 3049 - 3071
Machine learning with a reject option: a survey Kilian HendrickxLorenzo PeriniJesse Davis OriginalPaper 29 March 2024 Pages: 3073 - 3110
PreCoF: counterfactual explanations for fairness Sofie GoethalsDavid MartensToon Calders OriginalPaper 28 March 2023 Pages: 3111 - 3142
LIMEcraft: handcrafted superpixel selection and inspection for Visual eXplanations Weronika HryniewskaAdrianna GrudzieńPrzemysław Biecek OriginalPaper Open access 14 July 2022 Pages: 3143 - 3160
Wasserstein dropout Joachim SickingMaram AkilaAsja Fischer OriginalPaper Open access 08 September 2022 Pages: 3161 - 3204
Fairness seen as global sensitivity analysis Clément BénesseFabrice GamboaThibaut Boissin OriginalPaper 24 June 2022 Pages: 3205 - 3232
Distillation of weighted automata from recurrent neural networks using a spectral approach Rémi EyraudStéphane Ayache OriginalPaper 19 April 2021 Pages: 3233 - 3266
Learning (k,l)-context-sensitive probabilistic grammars with nonparametric Bayesian approach Chihiro Shibata OriginalPaper 16 July 2021 Pages: 3267 - 3301
Correction: Adversarial concept drift detection under poisoning attacks for robust data stream mining Łukasz KoryckiBartosz Krawczyk Correction 02 April 2024 Pages: 3303 - 3304
Fair tree classifier using strong demographic parity António Pereira BarataFrank W. TakesCor J. Veenman OriginalPaper Open access 24 August 2023 Pages: 3305 - 3324
Gradient boosted trees for evolving data streams Nuwan GunasekaraBernhard PfahringerAlbert Bifet OriginalPaper Open access 22 March 2024 Pages: 3325 - 3352
Correction to: A neural meta-model for predicting winter wheat crop yield Yogesh BansalDavid LillisM.-Tahar Kechadi Correction 15 March 2024 Pages: 3353 - 3353
Correction to: Multi-agent reinforcement learning for fast-timescale demand response of residential loads Vincent MaiPhilippe MaisonneuveAntoine Lesage-Landry Correction 23 February 2024 Pages: 3355 - 3355