Jonathan Shafer
7 papers · 2018–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(9)
Conferences
COLT (3)
NIPS (2)
ALT (1)
ICLR (1)
Top co-authors
Keywords
vc dimension
(4)
differential privacy
(2)
sample complexity
(1)
pac learning
(1)
mutual information
(1)
concept class
(1)
mistake bound
(1)
minimax lower bound
(1)
learning curve
(1)
littlestone dimension
(1)
empirical risk minimizer
(1)
interactive proof
(1)
vc class
(1)
statistical query algorithm
(1)
agnostic pac learning
(1)
information complexity
(1)
distribution-dependent bound
(1)
vcl dimension
(1)
transductive online learning
(1)
bayesian stability
(1)
Papers
Fantastic Generalization Measures are Nowhere to be Found
ICLR 2024
Fine-Grained Distribution-Dependent Learning Curves
COLT 2023
The Bayesian Stability Zoo
NIPS 2023
A Trichotomy for Transductive Online Learning
NIPS 2023
PAC Verification of Statistical Algorithms
COLT 2023
A Direct Sum Result for the Information Complexity of Learning
COLT 2018
Learners that Use Little Information
ALT 2018