Summary of Dissecting the Interplay Of Attention Paths in a Statistical Mechanics Theory Of Transformers, by Lorenzo Tiberi et al.
Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformersby Lorenzo Tiberi,…
Summary of Score-based Generative Models Are Provably Robust: An Uncertainty Quantification Perspective, by Nikiforos Mimikos-stamatopoulos et al.
Score-based generative models are provably robust: an uncertainty quantification perspectiveby Nikiforos Mimikos-Stamatopoulos, Benjamin J. Zhang,…
Summary of Filtered Corpus Training (fict) Shows That Language Models Can Generalize From Indirect Evidence, by Abhinav Patil and Jaap Jumelet and Yu Ying Chiu and Andy Lapastora and Peter Shen and Lexie Wang and Clevis Willrich and Shane Steinert-threlkeld
Filtered Corpus Training (FiCT) Shows that Language Models can Generalize from Indirect Evidenceby Abhinav Patil,…
Summary of Reinforcing Language Agents Via Policy Optimization with Action Decomposition, by Muning Wen et al.
Reinforcing Language Agents via Policy Optimization with Action Decompositionby Muning Wen, Ziyu Wan, Weinan Zhang,…
Summary of Dimension-free Deterministic Equivalents and Scaling Laws For Random Feature Regression, by Leonardo Defilippis et al.
Dimension-free deterministic equivalents and scaling laws for random feature regressionby Leonardo Defilippis, Bruno Loureiro, Theodor…
Summary of Information-theoretic Generalization Analysis For Expected Calibration Error, by Futoshi Futami et al.
Information-theoretic Generalization Analysis for Expected Calibration Errorby Futoshi Futami, Masahiro FujisawaFirst submitted to arxiv on:…
Summary of A Generalized Neural Tangent Kernel For Surrogate Gradient Learning, by Luke Eilers et al.
A generalized neural tangent kernel for surrogate gradient learningby Luke Eilers, Raoul-Martin Memmesheimer, Sven GoedekeFirst…
Summary of Unlearning Concepts in Diffusion Model Via Concept Domain Correction and Concept Preserving Gradient, by Yongliang Wu et al.
Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradientby Yongliang Wu,…
Summary of Nuwats: a Foundation Model Mending Every Incomplete Time Series, by Jinguo Cheng et al.
NuwaTS: a Foundation Model Mending Every Incomplete Time Seriesby Jinguo Cheng, Chunwei Yang, Wanlin Cai,…
Summary of Reshuffling Resampling Splits Can Improve Generalization Of Hyperparameter Optimization, by Thomas Nagler et al.
Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimizationby Thomas Nagler, Lennart Schneider, Bernd Bischl,…