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Dileep Kalathil

5 papers at tracked venues · 4 at CORE A* · active 2024–2025

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Venues

NeurIPS ×3AAAI ×1AISTATS ×1

Frequent coauthors

Zaiyan Xu
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Vishnu Teja Kunde
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Desik Rengarajan
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Amit Jena
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Sapana Chaudhary
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Papers

  1. Robust LLM Alignment via Distributionally Robust Direct Preference Optimization
    NeurIPS 2025 ·
    Zaiyan Xu
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  2. Transformers are Provably Optimal In-context Estimators for Wireless Communications
    AISTATS 2025 ·
    Vishnu Teja Kunde
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  3. Federated Ensemble-Directed Offline Reinforcement Learning
    NeurIPS 2024 ·
    Desik Rengarajan
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  4. Meta-Learning-Based Adaptive Stability Certificates for Dynamical Systems
    AAAI 2024 ·
    Amit Jena
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  5. Risk-Averse Fine-tuning of Large Language Models
    NeurIPS 2024 ·
    Sapana Chaudhary
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