Hanneke, Steve
95 publications
ALT
2025
For Universal Multiclass Online Learning, Bandit Feedback and Full Supervision Are Equivalent
NeurIPS
2025
Tradeoffs Between Mistakes and ERM Oracle Calls in Online and Transductive Online Learning
COLT
2024
The Star Number and Eluder Dimension: Elementary Observations About the Dimensions of Disagreement
JMLR
2021
Learning Whenever Learning Is Possible: Universal Learning Under General Stochastic Processes
COLT
2021
Online Learning with Simple Predictors and a Combinatorial Characterization of Minimax in 0/1 Games
ALT
2015
Bounds on the Minimax Rate for Estimating a Prior over a VC Class from Independent Learning Tasks