Summary of Critical Data Size Of Language Models From a Grokking Perspective, by Xuekai Zhu et al.
Critical Data Size of Language Models from a Grokking Perspectiveby Xuekai Zhu, Yao Fu, Bowen…
Summary of Autoft: Learning An Objective For Robust Fine-tuning, by Caroline Choi et al.
AutoFT: Learning an Objective for Robust Fine-Tuningby Caroline Choi, Yoonho Lee, Annie Chen, Allan Zhou,…
Summary of Deciphering Textual Authenticity: a Generalized Strategy Through the Lens Of Large Language Semantics For Detecting Human Vs. Machine-generated Text, by Mazal Bethany et al.
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting…
Summary of Transduce: Learning Transduction Grammars For String Transformation, by Francis Frydman et al.
Transduce: learning transduction grammars for string transformationby Francis Frydman, Philippe MangionFirst submitted to arxiv on:…
Summary of A Two-scale Complexity Measure For Deep Learning Models, by Massimiliano Datres et al.
A Two-Scale Complexity Measure for Deep Learning Modelsby Massimiliano Datres, Gian Paolo Leonardi, Alessio Figalli,…
Summary of Leveraging Gradients For Unsupervised Accuracy Estimation Under Distribution Shift, by Renchunzi Xie et al.
Leveraging Gradients for Unsupervised Accuracy Estimation under Distribution Shiftby Renchunzi Xie, Ambroise Odonnat, Vasilii Feofanov,…
Summary of Rigid Protein-protein Docking Via Equivariant Elliptic-paraboloid Interface Prediction, by Ziyang Yu et al.
Rigid Protein-Protein Docking via Equivariant Elliptic-Paraboloid Interface Predictionby Ziyang Yu, Wenbing Huang, Yang LiuFirst submitted…
Summary of Lpntk: Better Generalisation with Less Data Via Sample Interaction During Learning, by Shangmin Guo et al.
lpNTK: Better Generalisation with Less Data via Sample Interaction During Learningby Shangmin Guo, Yi Ren,…
Summary of The Effect Of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images, by Nicholas Konz et al.
The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical…
Summary of Personalized Federated Learning Of Probabilistic Models: a Pac-bayesian Approach, by Mahrokh Ghoddousi Boroujeni et al.
Personalized Federated Learning of Probabilistic Models: A PAC-Bayesian Approachby Mahrokh Ghoddousi Boroujeni, Andreas Krause, Giancarlo…