Mingchen Ma
8 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Keywords
active learning
(3)
query complexity
(3)
label complexity
(2)
halfspace learning
(2)
parameter-free algorithm
(1)
statistical query
(1)
vc dimension
(1)
online linear regression
(1)
online classification
(1)
co-training
(1)
regret bound
(1)
set cover
(1)
agnostic learning
(1)
information acquisition
(1)
online learning
(1)
random classification noise
(1)
stochastic optimization
(1)
diffusion model
(1)
approximation algorithm
(1)
information theory
(1)
Papers
ProGress: Structured Music Generation via Graph Diffusion and Hierarchical Music Analysis
NeurIPS 2025
Statistical Query Hardness of Multiclass Linear Classification with Random Classification Noise
ICML 2025
Active Classification with Few Queries under Misspecification
NeurIPS 2024
Active Learning of General Halfspaces: Label Queries vs Membership Queries
NeurIPS 2024
Fast Co-Training under Weak Dependence via Stream-Based Active Learning
ICML 2024
Buying Information for Stochastic Optimization
ICML 2023
The Gain from Ordering in Online Learning
NeurIPS 2023
Clustering with Queries under Semi-Random Noise
COLT 2022