Stronger data poisoning attacks break data sanitization defenses Pang Wei KohJacob SteinhardtPercy Liang OriginalPaper 24 November 2021 Pages: 1 - 47
Embed2Detect: temporally clustered embedded words for event detection in social media Hansi HettiarachchiMariam Adedoyin-OloweMohamed Medhat Gaber OriginalPaper Open access 24 May 2021 Pages: 49 - 87
How to measure uncertainty in uncertainty sampling for active learning Vu-Linh NguyenMohammad Hossein ShakerEyke Hüllermeier OriginalPaper Open access 18 June 2021 Pages: 89 - 122
Learning from interpretation transition using differentiable logic programming semantics Kun GaoHanpin WangKatsumi Inoue OriginalPaper 14 September 2021 Pages: 123 - 145
Inductive logic programming at 30 Andrew CropperSebastijan DumančićStephen H. Muggleton S.I.: LR 2020 Open access 09 November 2021 Pages: 147 - 172
SAMBA: safe model-based & active reinforcement learning Alexander I. Cowen-RiversDaniel PalenicekHaitham Bou-Ammar OriginalPaper 04 January 2022 Pages: 173 - 203
InfoGram and admissible machine learning Subhadeep Mukhopadhyay OriginalPaper 10 January 2022 Pages: 205 - 242
Boosting Poisson regression models with telematics car driving data Guangyuan GaoHe WangMario V. Wüthrich OriginalPaper Open access 21 March 2021 Pages: 243 - 272
ReliefE: feature ranking in high-dimensional spaces via manifold embeddings Blaž ŠkrljSašo DžeroskiMatej Petković OriginalPaper Open access 17 June 2021 Pages: 273 - 317
Smoothing graphons for modelling exchangeable relational data Yaqiong LiXuhui FanScott A. Sisson OriginalPaper 24 August 2021 Pages: 319 - 344
Understanding generalization error of SGD in nonconvex optimization Yi ZhouYingbin LiangHuishuai Zhang OriginalPaper 24 September 2021 Pages: 345 - 375
Quick and robust feature selection: the strength of energy-efficient sparse training for autoencoders Zahra AtashgahiGhada SokarMykola Pechenizkiy OriginalPaper Open access 27 October 2021 Pages: 377 - 414