Picture for Steve Hanneke

Steve Hanneke

Universal Rates of ERM for Agnostic Learning

Add code
Jun 17, 2025
Viaarxiv icon

Private List Learnability vs. Online List Learnability

Add code
Jun 15, 2025
Viaarxiv icon

Data Selection for ERMs

Add code
Apr 20, 2025
Viaarxiv icon

Proofs as Explanations: Short Certificates for Reliable Predictions

Add code
Apr 11, 2025
Viaarxiv icon

A Theory of Optimistically Universal Online Learnability for General Concept Classes

Add code
Jan 15, 2025
Viaarxiv icon

Learning from Snapshots of Discrete and Continuous Data Streams

Add code
Dec 08, 2024
Viaarxiv icon

Universal Rates of Empirical Risk Minimization

Add code
Dec 03, 2024
Viaarxiv icon

On the ERM Principle in Meta-Learning

Add code
Nov 26, 2024
Viaarxiv icon

Multiclass Transductive Online Learning

Add code
Nov 03, 2024
Viaarxiv icon

Sample Compression Scheme Reductions

Add code
Oct 16, 2024
Viaarxiv icon