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Maria-Florina Balcan — most-cited papers & profile · Reinforcement Learning
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Maria-Florina Balcan
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Most-cited papers
Reward Learning from Best-of-N Preference Data: Targets, Tradeoffs, and Design Principles
2026
The Complexity of Equilibrium Refinements in Potential Games
2025
Learning in Structured Stackelberg Games
2025
Nearly-Optimal Bandit Learning in Stackelberg Games with Side Information
2025
Semi-bandit Optimization in the Dispersed Setting
2019
Learning piecewise Lipschitz functions in changing environments
2019
Scalable and Provably Accurate Algorithms for Differentially Private Distributed Decision Tree Learning
2020
Sample Complexity of Tree Search Configuration: Cutting Planes and Beyond
2021
Improved Sample Complexity Bounds for Branch-and-Cut
2021
Meta-Learning Adversarial Bandits
2022
Meta-Learning Adversarial Bandit Algorithms
2023
Regret Minimization in Stackelberg Games with Side Information
2024
Top co-authors
Keegan Harris
· 5
Zhiwei Steven Wu
· 4
Travis Dick
· 3
Tuomas Sandholm
· 3
Ellen Vitercik
· 2
Kiriaki Fragkia
· 2
Mikhail Khodak
· 2
Siddharth Prasad
· 2
Andrea Celli
· 1
Brian Hu Zhang
· 1
Dravyansh Sharma
· 1
Emanuel Tewolde
· 1
Topics
cs.LG
cs.AI
stat.ML
cs.GT
Uncategorized
cs.CR
cs.DS
math.OC