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Analysis of regularized least-squares in reproducing kernel Kreĭn spaces Fanghui LiuLei ShiJohan A. K. Suykens OriginalPaper 19 April 2021 Pages: 1145 - 1173
Reachable sets of classifiers and regression models: (non-)robustness analysis and robust training Anna-Kathrin KopetzkiStephan Günnemann OriginalPaper Open access 28 April 2021 Pages: 1175 - 1197
Toward optimal probabilistic active learning using a Bayesian approach Daniel KottkeMarek HerdeBernhard Sick OriginalPaper Open access 04 May 2021 Pages: 1199 - 1231
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Importance sampling in reinforcement learning with an estimated behavior policy Josiah P. HannaScott NiekumPeter Stone OriginalPaper Open access 07 May 2021 Pages: 1267 - 1317
Efficient Weingarten map and curvature estimation on manifolds Yueqi CaoDidong LiShiqiang Zhang OriginalPaper 12 May 2021 Pages: 1319 - 1344
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A framework for the fine-grained evaluation of the instantaneous expected value of soccer possessions Javier FernándezLuke BornnDaniel Cervone OriginalPaper Open access 24 May 2021 Pages: 1389 - 1427
Automated adaptation strategies for stream learning Rashid BakirovDamien FayBogdan Gabrys OriginalPaper Open access 02 June 2021 Pages: 1429 - 1462
Estimation of multidimensional item response theory models with correlated latent variables using variational autoencoders Geoffrey ConverseMariana CuriJonathan Templin OriginalPaper 02 June 2021 Pages: 1463 - 1480
Early classification of time series Youssef AchenchabeAlexis BonduAsma Dachraoui OriginalPaper 02 June 2021 Pages: 1481 - 1504
Multiple clusterings of heterogeneous information networks Shaowei WeiGuoxian YuXiangliang Zhang OriginalPaper 02 June 2021 Pages: 1505 - 1526
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