Jonathan Shafer

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 16

Top Topics

Statistical Measures

Learning Curves

Bayesian Learning

Top Venues

Publications

Michael Gastpar, Ido Nachum, Jonathan Shafer, Thomas Weinberger
Fantastic Generalization Measures are Nowhere to be Found. ICLR (2024)
Olivier Bousquet, Steve Hanneke, Shay Moran, Jonathan Shafer, Ilya O. Tolstikhin
Fine-Grained Distribution-Dependent Learning Curves. COLT (2023)
Steve Hanneke, Shay Moran, Jonathan Shafer
A Trichotomy for Transductive Online Learning. NeurIPS (2023)
Michael Gastpar, Ido Nachum, Jonathan Shafer, Thomas Weinberger
Fantastic Generalization Measures are Nowhere to be Found. CoRR (2023)
Saachi Mutreja, Jonathan Shafer
PAC Verification of Statistical Algorithms. COLT (2023)
Shay Moran, Hilla Schefler, Jonathan Shafer
The Bayesian Stability Zoo. CoRR (2023)
Steve Hanneke, Shay Moran, Jonathan Shafer
A Trichotomy for Transductive Online Learning. CoRR (2023)
Shay Moran, Hilla Schefler, Jonathan Shafer
The Bayesian Stability Zoo. NeurIPS (2023)
Saachi Mutreja, Jonathan Shafer
PAC Verification of Statistical Algorithms. CoRR (2022)
Olivier Bousquet, Steve Hanneke, Shay Moran, Jonathan Shafer, Ilya O. Tolstikhin
Fine-Grained Distribution-Dependent Learning Curves. CoRR (2022)
Shafi Goldwasser, Guy N. Rothblum, Jonathan Shafer, Amir Yehudayoff
Interactive Proofs for Verifying Machine Learning. ITCS (2021)
Shafi Goldwasser, Guy N. Rothblum, Jonathan Shafer, Amir Yehudayoff
Interactive Proofs for Verifying Machine Learning. Electron. Colloquium Comput. Complex. 27 (2020)
Raef Bassily, Shay Moran, Ido Nachum, Jonathan Shafer, Amir Yehudayoff
Learners that Use Little Information. ALT (2018)
Ido Nachum, Jonathan Shafer, Amir Yehudayoff
A Direct Sum Result for the Information Complexity of Learning. CoRR (2018)
Ido Nachum, Jonathan Shafer, Amir Yehudayoff
A Direct Sum Result for the Information Complexity of Learning. COLT (2018)
Raef Bassily, Shay Moran, Ido Nachum, Jonathan Shafer, Amir Yehudayoff
Learners that Leak Little Information. CoRR (2017)