Max Hopkins
8 papers · 2020–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
π
Conference Polyglot Β· Bronze
π
Academic Marathon Β· Sprint
π
Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(13)
β
The Questioner
Venues
Top co-authors
Research topics
Keywords
active learning
(4)
pac learning
(3)
learning theory
(2)
sample complexity
(2)
comparison queries
(2)
query complexity
(2)
comparison query
(2)
sample compression
(2)
tsybakov noise
(1)
agnostic learning
(1)
robust classification
(1)
uniform convergence
(1)
empirical risk minimization
(1)
density estimation
(1)
marginal distribution
(1)
streaming algorithm
(1)
linear classifier
(1)
decision tree
(1)
massart noise
(1)
computational efficiency
(1)
Papers
Do PAC-Learners Learn the Marginal Distribution?
ALT 2025
The Role of Randomness in Stability
ICML 2025
Robust Empirical Risk Minimization with Tolerance
ALT 2023
Active Learning Polynomial Threshold Functions
NeurIPS 2022
Realizable Learning is All You Need
COLT 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
NeurIPS 2020