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Saurabh Amin

5 papers at tracked venues · 4 at CORE A* · active 2025–2026

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Venues

AAAI ×1COLT ×1ICLR ×1ICML ×1NeurIPS ×1

Frequent coauthors

Omar Bennouna
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Yuhan Ye
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Maxime Bouscary
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Aron Brenner
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Papers

  1. Learning Decision-Sufficient Representations for Linear Optimization
    COLT 2026 ·
    Yuhan Ye
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  2. OptiHive: Ensemble Selection for LLM-Based Optimization via Statistical Modeling
    AAAI 2026 ·
    Maxime Bouscary
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  3. A Deep Generative Learning Approach for Two-stage Adaptive Robust Optimization
    ICLR 2025 ·
    Aron Brenner
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  4. Contextual Optimization Under Model Misspecification: A Tractable and Generalizable Approach
    ICML 2025 ·
    Omar Bennouna
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  5. What Data Enables Optimal Decisions? An Exact Characterization for Linear Optimization
    NeurIPS 2025 ·
    Omar Bennouna
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