Adversarial learning for counterfactual fairness Vincent GrariSylvain LamprierMarcin Detyniecki OriginalPaper 03 August 2022 Pages: 741 - 763
Forecasting upper atmospheric scalars advection using deep learning: an \(O_3\) experiment Luiz Angelo SteffenelVagner AnaborHassan Bencherif OriginalPaper 04 March 2021 Pages: 765 - 788
Machine truth serum: a surprisingly popular approach to improving ensemble methods Tianyi LuoYang Liu OriginalPaper 12 July 2022 Pages: 789 - 815
Explicit Explore, Exploit, or Escape (\(E^4\)): near-optimal safety-constrained reinforcement learning in polynomial time David M. BossensNicholas Bishop OriginalPaper Open access 22 June 2022 Pages: 817 - 858
Safety-constrained reinforcement learning with a distributional safety critic Qisong YangThiago D. SimãoMatthijs T. J. Spaan OriginalPaper Open access 23 June 2022 Pages: 859 - 887
Positive-unlabeled classification under class-prior shift: a prior-invariant approach based on density ratio estimation Shota NakajimaMasashi Sugiyama OriginalPaper 27 June 2022 Pages: 889 - 919
Inference over radiative transfer models using variational and expectation maximization methods Daniel Heestermans SvendsenDaniel Hernández-LobatoGustau Camps-Valls OriginalPaper 08 June 2021 Pages: 921 - 937
Responsible model deployment via model-agnostic uncertainty learning Preethi LahotiKrishna GummadiGerhard Weikum OriginalPaper Open access 18 October 2022 Pages: 939 - 970
Adversarial vulnerability bounds for Gaussian process classification Michael Thomas SmithKathrin GrosseMauricio A. Álvarez OriginalPaper Open access 08 September 2022 Pages: 971 - 1009
DAFS: a domain aware few shot generative model for event detection Nan XiaHang YuXiangfeng Luo OriginalPaper 04 September 2022 Pages: 1011 - 1031
Troubleshooting image segmentation models with human-in-the-loop Haotao WangTianlong ChenKede Ma OriginalPaper 27 January 2022 Pages: 1033 - 1051
Beyond confusion matrix: learning from multiple annotators with awareness of instance features Jingzheng LiHailong SunJiyi Li OriginalPaper 07 July 2022 Pages: 1053 - 1075