Summary of Robust Distribution Learning with Local and Global Adversarial Corruptions, by Sloan Nietert et al.
Robust Distribution Learning with Local and Global Adversarial Corruptionsby Sloan Nietert, Ziv Goldfeld, Soroosh ShafieeFirst…
Summary of On the Minimal Degree Bias in Generalization on the Unseen For Non-boolean Functions, by Denys Pushkin et al.
On the Minimal Degree Bias in Generalization on the Unseen for non-Boolean Functionsby Denys Pushkin,…
Summary of A Taxonomy Of Challenges to Curating Fair Datasets, by Dora Zhao et al.
A Taxonomy of Challenges to Curating Fair Datasetsby Dora Zhao, Morgan Klaus Scheuerman, Pooja Chitre,…
Summary of Testably Learning Polynomial Threshold Functions, by Lucas Slot et al.
Testably Learning Polynomial Threshold Functionsby Lucas Slot, Stefan Tiegel, Manuel WiedmerFirst submitted to arxiv on:…
Summary of A Survey on Incomplete Multi-label Learning: Recent Advances and Future Trends, by Xiang Li et al.
A Survey on Incomplete Multi-label Learning: Recent Advances and Future Trendsby Xiang Li, Jiexi Liu,…
Summary of Diffinject: Revisiting Debias Via Synthetic Data Generation Using Diffusion-based Style Injection, by Donggeun Ko et al.
DiffInject: Revisiting Debias via Synthetic Data Generation using Diffusion-based Style Injectionby Donggeun Ko, Sangwoo Jo,…
Summary of Federated Learning in Food Research, by Zuzanna Fendor et al.
Federated learning in food researchby Zuzanna Fendor, Bas H.M. van der Velden, Xinxin Wang, Andrea…
Summary of Pac-bayes Analysis For Recalibration in Classification, by Masahiro Fujisawa et al.
PAC-Bayes Analysis for Recalibration in Classificationby Masahiro Fujisawa, Futoshi FutamiFirst submitted to arxiv on: 10…
Summary of A Statistical Theory Of Regularization-based Continual Learning, by Xuyang Zhao et al.
A Statistical Theory of Regularization-Based Continual Learningby Xuyang Zhao, Huiyuan Wang, Weiran Huang, Wei LinFirst…
Summary of Distributionally Robust Safe Sample Elimination Under Covariate Shift, by Hiroyuki Hanada et al.
Distributionally Robust Safe Sample Elimination under Covariate Shiftby Hiroyuki Hanada, Tatsuya Aoyama, Satoshi Akahane, Tomonari…