SOTAVerified

Learning Theory

Learning theory

Papers

Showing 1120 of 852 papers

TitleStatusHype
Learning to Augment Distributions for Out-of-Distribution DetectionCode1
Why Do We Need Weight Decay in Modern Deep Learning?Code1
The Local Learning Coefficient: A Singularity-Aware Complexity MeasureCode1
Scaling MLPs: A Tale of Inductive BiasCode1
How Does Information Bottleneck Help Deep Learning?Code1
Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning PuzzleCode1
A Comprehensive Survey of Continual Learning: Theory, Method and ApplicationCode1
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification TasksCode1
A Structured Dictionary Perspective on Implicit Neural RepresentationsCode1
Intrinsic Dimension, Persistent Homology and Generalization in Neural NetworksCode1
Show:102550
← PrevPage 2 of 86Next →

No leaderboard results yet.