Mingchen Ma
7 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
ICML (3)
NIPS (3)
COLT (1)
Top co-authors
Keywords
active learning
(3)
query complexity
(2)
halfspace learning
(2)
statistical query
(1)
agnostic learning
(1)
label complexity
(1)
online linear regression
(1)
information acquisition
(1)
set cover
(1)
regret bound
(1)
approximation algorithm
(1)
gaussian distribution
(1)
membership query
(1)
massart noise
(1)
cluster identification
(1)
competitive algorithm
(1)
ski rental problem
(1)
clustering with queries
(1)
semi random noise
(1)
membership queries
(1)
Papers
Statistical Query Hardness of Multiclass Linear Classification with Random Classification Noise
ICML 2025
Active Learning of General Halfspaces: Label Queries vs Membership Queries
NIPS 2024
Active Classification with Few Queries under Misspecification
NIPS 2024
Fast Co-Training under Weak Dependence via Stream-Based Active Learning
ICML 2024
The Gain from Ordering in Online Learning
NIPS 2023
Buying Information for Stochastic Optimization
ICML 2023
Clustering with Queries under Semi-Random Noise
COLT 2022