Max Hopkins
8 papers
· 2020–2025
· 4 conferences
· across top CS/AI conferences
Achievements
π
Interdisciplinary Bridge
π
Conference Polyglot
(4)
π
Academic Marathon
(5)
π
Cross-Pollinator
(15)
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
β
The Questioner
Conferences
COLT (3)
ALT (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
active learning
(4)
comparison queries
(2)
query complexity
(2)
sample complexity
(2)
sample compression
(2)
pac learning
(2)
agnostic learning
(1)
tsybakov noise
(1)
linear classifier
(1)
massart noise
(1)
comparison query
(1)
polynomial threshold function
(1)
linear separator
(1)
vc class
(1)
bounded memory
(1)
classification with queries
(1)
realizable learning
(1)
property generalization
(1)
tolerant robust learning
(1)
enriched query
(1)
Papers
The Role of Randomness in Stability
ICML 2025
Realizable Learning is All You Need
COLT 2022