Max Hopkins
8 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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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
Do PAC-Learners Learn the Marginal Distribution?
ALT 2025
Robust Empirical Risk Minimization with Tolerance
ALT 2023
Realizable Learning is All You Need
COLT 2022
Active Learning Polynomial Threshold Functions
NIPS 2022
Bounded Memory Active Learning through Enriched Queries
COLT 2021
Noise-tolerant, Reliable Active Classification with Comparison Queries
COLT 2020
The Power of Comparisons for Actively Learning Linear Classifiers
NIPS 2020