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Maria-Florina Balcan

13 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

NeurIPS ×4ICLR ×3AAAI ×2IJCAI ×2COLT ×1UAI ×1

Frequent coauthors

Dravyansh Sharma
×6
Siddharth Prasad
×3
Tuomas Sandholm
×3
Rattana Pukdee
×2
Pradeep Kumar Ravikumar
×2
Wesley Pegden
×1
Vishwajeet Agrawal
×1
Ellen Vitercik
×1
Avrim Blum
×1
Zhiyuan Li
×1
Anh Nguyen
×1
Christopher Seiler
×1

Papers

  1. Invited Open Problem: Online Optimization of Piecewise-Lipschitz Functions with Applications to Data-Driven Algorithm Design
    COLT 2026 · Maria-Florina Balcan,
    Wesley Pegden
    ,
    Dravyansh Sharma
  2. Weakest Bidder Types and New Core-Selecting Combinatorial Auctions
    AAAI 2026 ·
    Siddharth Prasad
    , Maria-Florina Balcan,
    Tuomas Sandholm
  3. Increasing Revenue in Efficient Combinatorial Auctions by Learning to Generate Artificial Competition
    AAAI 2025 · Maria-Florina Balcan,
    Siddharth Prasad
    ,
    Tuomas Sandholm
  4. Learning Accurate and Interpretable Decision Trees (Extended Abstract)
    IJCAI 2025 · Maria-Florina Balcan,
    Dravyansh Sharma
  5. Learning from weak labelers as constraints
    ICLR 2025 ·
    Vishwajeet Agrawal
    ,
    Rattana Pukdee
    , Maria-Florina Balcan,
    Pradeep Kumar Ravikumar
  6. New Sequence-Independent Lifting Techniques for Cover Inequalities and When They Induce Facets
    IJCAI 2025 ·
    Siddharth Prasad
    ,
    Ellen Vitercik
    , Maria-Florina Balcan,
    Tuomas Sandholm
  7. On Learning Verifiers and Implications to Chain-of-Thought Reasoning
    NeurIPS 2025 · Maria-Florina Balcan,
    Avrim Blum
    ,
    Zhiyuan Li
    ,
    Dravyansh Sharma
  8. Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function
    NeurIPS 2025 · Maria-Florina Balcan,
    Anh Nguyen
    ,
    Dravyansh Sharma
  9. Accelerating ERM for data-driven algorithm design using output-sensitive techniques
    NeurIPS 2024 · Maria-Florina Balcan,
    Christopher Seiler
    ,
    Dravyansh Sharma
  10. Learning Accurate and Interpretable Decision Trees
    UAI 2024 · Maria-Florina Balcan,
    Dravyansh Sharma
  11. Learning to Relax: Setting Solver Parameters Across a Sequence of Linear System Instances
    ICLR 2024 ·
    Mikhail Khodak
    ,
    Edmond Chow
    , Maria-Florina Balcan,
    Ameet Talwalkar
  12. Regret Minimization in Stackelberg Games with Side Information
    NeurIPS 2024 ·
    Keegan Harris
    ,
    Zhiwei Steven Wu
    , Maria-Florina Balcan
  13. Spectrally Transformed Kernel Regression
    ICLR 2024 ·
    Runtian Zhai
    ,
    Rattana Pukdee
    ,
    Roger Jin
    , Maria-Florina Balcan,
    Pradeep Kumar Ravikumar