Maria-Florina Balcan

Venues

Frequent coauthors

Papers

1. Invited Open Problem: Online Optimization of Piecewise-Lipschitz Functions with Applications to Data-Driven Algorithm Design
   COLT 2026 · Maria-Florina Balcan
2. Weakest Bidder Types and New Core-Selecting Combinatorial Auctions
   AAAI 2026 ·

   Siddharth Prasad

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3. Increasing Revenue in Efficient Combinatorial Auctions by Learning to Generate Artificial Competition
   AAAI 2025 · Maria-Florina Balcan
4. Learning Accurate and Interpretable Decision Trees (Extended Abstract)
   IJCAI 2025 · Maria-Florina Balcan
5. Learning from weak labelers as constraints
   ICLR 2025 ·

   Vishwajeet Agrawal

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6. New Sequence-Independent Lifting Techniques for Cover Inequalities and When They Induce Facets
   IJCAI 2025 ·

   Siddharth Prasad

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7. On Learning Verifiers and Implications to Chain-of-Thought Reasoning
   NeurIPS 2025 · Maria-Florina Balcan
8. Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function
   NeurIPS 2025 · Maria-Florina Balcan
9. Accelerating ERM for data-driven algorithm design using output-sensitive techniques
   NeurIPS 2024 · Maria-Florina Balcan
10. Learning Accurate and Interpretable Decision Trees
    UAI 2024 · Maria-Florina Balcan
11. Learning to Relax: Setting Solver Parameters Across a Sequence of Linear System Instances
    ICLR 2024 ·

    Mikhail Khodak

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12. Regret Minimization in Stackelberg Games with Side Information
    NeurIPS 2024 ·

    Keegan Harris

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13. Spectrally Transformed Kernel Regression
    ICLR 2024 ·

    Runtian Zhai

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