Summary of A Pac-bayesian Link Between Generalisation and Flat Minima, by Maxime Haddouche et al.
A PAC-Bayesian Link Between Generalisation and Flat Minimaby Maxime Haddouche, Paul Viallard, Umut Simsekli, Benjamin…
Summary of Approximately Piecewise E(3) Equivariant Point Networks, by Matan Atzmon et al.
Approximately Piecewise E(3) Equivariant Point Networksby Matan Atzmon, Jiahui Huang, Francis Williams, Or LitanyFirst submitted…
Summary of Investigating Out-of-distribution Generalization Of Gnns: An Architecture Perspective, by Kai Guo et al.
Investigating Out-of-Distribution Generalization of GNNs: An Architecture Perspectiveby Kai Guo, Hongzhi Wen, Wei Jin, Yaming…
Summary of Score-based Generative Models Break the Curse Of Dimensionality in Learning a Family Of Sub-gaussian Probability Distributions, by Frank Cole et al.
Score-based generative models break the curse of dimensionality in learning a family of sub-Gaussian probability…
Summary of Towards An Understanding Of Stepwise Inference in Transformers: a Synthetic Graph Navigation Model, by Mikail Khona et al.
Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Modelby Mikail Khona,…
Summary of Hypo: Hyperspherical Out-of-distribution Generalization, by Haoyue Bai et al.
HYPO: Hyperspherical Out-of-Distribution Generalizationby Haoyue Bai, Yifei Ming, Julian Katz-Samuels, Yixuan LiFirst submitted to arxiv…
Summary of Generalizing Across Temporal Domains with Koopman Operators, by Qiuhao Zeng et al.
Generalizing across Temporal Domains with Koopman Operatorsby Qiuhao Zeng, Wei Wang, Fan Zhou, Gezheng Xu,…
Summary of Show Me How It’s Done: the Role Of Explanations in Fine-tuning Language Models, by Mohamad Ballout et al.
Show Me How It’s Done: The Role of Explanations in Fine-Tuning Language Modelsby Mohamad Ballout,…
Summary of Weisfeiler-leman at the Margin: When More Expressivity Matters, by Billy J. Franks et al.
Weisfeiler-Leman at the margin: When more expressivity mattersby Billy J. Franks, Christopher Morris, Ameya Velingker,…
Summary of Generalization Bounds For Heavy-tailed Sdes Through the Fractional Fokker-planck Equation, by Benjamin Dupuis et al.
Generalization Bounds for Heavy-Tailed SDEs through the Fractional Fokker-Planck Equationby Benjamin Dupuis, Umut ŞimşekliFirst submitted…