Summary of Memorization in Deep Learning: a Survey, by Jiaheng Wei et al.
Memorization in deep learning: A surveyby Jiaheng Wei, Yanjun Zhang, Leo Yu Zhang, Ming Ding,…
Summary of Pairnet: Training with Observed Pairs to Estimate Individual Treatment Effect, by Lokesh Nagalapatti et al.
PairNet: Training with Observed Pairs to Estimate Individual Treatment Effectby Lokesh Nagalapatti, Pranava Singhal, Avishek…
Summary of Vectorized Conditional Neural Fields: a Framework For Solving Time-dependent Parametric Partial Differential Equations, by Jan Hagnberger et al.
Vectorized Conditional Neural Fields: A Framework for Solving Time-dependent Parametric Partial Differential Equationsby Jan Hagnberger,…
Summary of Enhancing In-context Learning Performance with Just Svd-based Weight Pruning: a Theoretical Perspective, by Xinhao Yao et al.
Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspectiveby Xinhao Yao, Xiaolin…
Summary of Inductive Generalization in Reinforcement Learning From Specifications, by Vignesh Subramanian et al.
Inductive Generalization in Reinforcement Learning from Specificationsby Vignesh Subramanian, Rohit Kushwah, Subhajit Roy, Suguman BansalFirst…
Summary of A Universal Class Of Sharpness-aware Minimization Algorithms, by Behrooz Tahmasebi et al.
A Universal Class of Sharpness-Aware Minimization Algorithmsby Behrooz Tahmasebi, Ashkan Soleymani, Dara Bahri, Stefanie Jegelka,…
Summary of Error Dynamics Of Mini-batch Gradient Descent with Random Reshuffling For Least Squares Regression, by Jackie Lok et al.
Error dynamics of mini-batch gradient descent with random reshuffling for least squares regressionby Jackie Lok,…
Summary of Unified Pac-bayesian Study Of Pessimism For Offline Policy Learning with Regularized Importance Sampling, by Imad Aouali et al.
Unified PAC-Bayesian Study of Pessimism for Offline Policy Learning with Regularized Importance Samplingby Imad Aouali,…
Summary of Feature Contamination: Neural Networks Learn Uncorrelated Features and Fail to Generalize, by Tianren Zhang et al.
Feature contamination: Neural networks learn uncorrelated features and fail to generalizeby Tianren Zhang, Chujie Zhao,…
Summary of Sample-specific Masks For Visual Reprogramming-based Prompting, by Chengyi Cai and Zesheng Ye and Lei Feng and Jianzhong Qi and Feng Liu
Sample-specific Masks for Visual Reprogramming-based Promptingby Chengyi Cai, Zesheng Ye, Lei Feng, Jianzhong Qi, Feng…