Maria Florina Balcan
9 papers · 2012–2026 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (23)
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Research topics
Machine Learning
(7)
Learning Types
(6)
Optimization & Theory
(5)
Mathematics & Optimization
(3)
Artificial Intelligence
(2)
Core AI
(2)
Core Methods
(2)
Optimization
(2)
Data Science & Analytics
(1)
Security & Privacy
(1)
Application Areas
(1)
Applications
(1)
Differential Privacy
(1)
Learning Paradigms
(1)
Mathematics
(1)
Keywords
agnostic learning
(2)
game theory
(2)
online learning
(2)
active learning
(1)
distributed learning
(1)
mechanism design
(1)
semi-supervised learning
(1)
weakly supervised learning
(1)
pac learning
(1)
communication complexity
(1)
kernel principal component analysis
(1)
constrained optimization
(1)
learning theory
(1)
vc dimension
(1)
differential privacy
(1)
query complexity
(1)
multi-armed bandit
(1)
clustering algorithm
(1)
contextual bandit
(1)
combinatorial optimization
(1)
Papers
Weakest Bidder Types and New Core-Selecting Combinatorial Auctions
AAAI 2026
Learning from weak labelers as constraints
ICLR 2025
Learning to Relax: Setting Solver Parameters Across a Sequence of Linear System Instances
ICLR 2024
Spectrally Transformed Kernel Regression
ICLR 2024
Local algorithms for interactive clustering
JMLR 2017
Learning Cooperative Games
IJCAI 2015
Distributed Learning, Communication Complexity and Privacy
COLT 2012
Learning Valuation Functions
COLT 2012
Robust Interactive Learning
COLT 2012