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ORCIDJonathan Shafer
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- affiliation: UC Berkeley, CA, USA
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2020 – today
- 2024
[c8]Michael Gastpar, Ido Nachum, Jonathan Shafer, Thomas Weinberger:
Fantastic Generalization Measures are Nowhere to be Found. ICLR 2024- [i9]Michael Gastpar, Ido Nachum, Jonathan Shafer, Thomas Weinberger:
Which Algorithms Have Tight Generalization Bounds? CoRR abs/2410.01969 (2024) - 2023
- [b1]Jonathan Shafer:
Topics in the Theory of Learning. University of California, Berkeley, USA, 2023 - [c7]Saachi Mutreja, Jonathan Shafer:
PAC Verification of Statistical Algorithms. COLT 2023: 5021-5043 - [c6]Olivier Bousquet, Steve Hanneke, Shay Moran, Jonathan Shafer, Ilya O. Tolstikhin:
Fine-Grained Distribution-Dependent Learning Curves. COLT 2023: 5890-5924 - [c5]Steve Hanneke, Shay Moran, Jonathan Shafer:
A Trichotomy for Transductive Online Learning. NeurIPS 2023 - [c4]Shay Moran, Hilla Schefler, Jonathan Shafer:
The Bayesian Stability Zoo. NeurIPS 2023 - [i8]Michael Gastpar, Ido Nachum, Jonathan Shafer, Thomas Weinberger:
Fantastic Generalization Measures are Nowhere to be Found. CoRR abs/2309.13658 (2023) - [i7]Shay Moran, Hilla Schefler, Jonathan Shafer:
The Bayesian Stability Zoo. CoRR abs/2310.18428 (2023) - [i6]Steve Hanneke, Shay Moran, Jonathan Shafer:
A Trichotomy for Transductive Online Learning. CoRR abs/2311.06428 (2023) - 2022
- [i5]Olivier Bousquet, Steve Hanneke, Shay Moran, Jonathan Shafer, Ilya O. Tolstikhin:
Fine-Grained Distribution-Dependent Learning Curves. CoRR abs/2208.14615 (2022) - [i4]Saachi Mutreja, Jonathan Shafer:
PAC Verification of Statistical Algorithms. CoRR abs/2211.17096 (2022) - 2021
- [c3]Shafi Goldwasser
, Guy N. Rothblum, Jonathan Shafer, Amir Yehudayoff:
Interactive Proofs for Verifying Machine Learning. ITCS 2021: 41:1-41:19 - 2020
- [i3]Shafi Goldwasser, Guy N. Rothblum, Jonathan Shafer, Amir Yehudayoff:
Interactive Proofs for Verifying Machine Learning. Electron. Colloquium Comput. Complex. TR20 (2020)
2010 – 2019
- 2018
- [c2]Raef Bassily, Shay Moran, Ido Nachum, Jonathan Shafer, Amir Yehudayoff:
Learners that Use Little Information. ALT 2018: 25-55 - [c1]Ido Nachum, Jonathan Shafer, Amir Yehudayoff:
A Direct Sum Result for the Information Complexity of Learning. COLT 2018: 1547-1568 - [i2]Ido Nachum, Jonathan Shafer, Amir Yehudayoff:
A Direct Sum Result for the Information Complexity of Learning. CoRR abs/1804.05474 (2018) - 2017
- [i1]Raef Bassily, Shay Moran, Ido Nachum, Jonathan Shafer, Amir Yehudayoff:
Learners that Leak Little Information. CoRR abs/1710.05233 (2017)
Coauthor Index
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