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Branislav Kveton

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Optimal Design for Human Feedback

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Apr 22, 2024
Subhojyoti Mukherjee, Anusha Lalitha, Kousha Kalantari, Aniket Deshmukh, Ge Liu, Yifei Ma, Branislav Kveton

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Experimental Design for Active Transductive Inference in Large Language Models

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Apr 12, 2024
Subhojyoti Mukherjee, Ge Liu, Aniket Deshmukh, Anusha Lalitha, Yifei Ma, Branislav Kveton

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MADA: Meta-Adaptive Optimizers through hyper-gradient Descent

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Jan 17, 2024
Kaan Ozkara, Can Karakus, Parameswaran Raman, Mingyi Hong, Shoham Sabach, Branislav Kveton, Volkan Cevher

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Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs

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Dec 22, 2023
Behnam Rahdari, Hao Ding, Ziwei Fan, Yifei Ma, Zhuotong Chen, Anoop Deoras, Branislav Kveton

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Pre-trained Recommender Systems: A Causal Debiasing Perspective

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Oct 30, 2023
Ziqian Lin, Hao Ding, Nghia Hoang, Branislav Kveton, Anoop Deoras, Hao Wang

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Pessimistic Off-Policy Multi-Objective Optimization

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Oct 28, 2023
Shima Alizadeh, Aniruddha Bhargava, Karthick Gopalswamy, Lalit Jain, Branislav Kveton, Ge Liu

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Efficient and Interpretable Bandit Algorithms

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Oct 23, 2023
Subhojyoti Mukherjee, Ruihao Zhu, Branislav Kveton

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Logarithmic Bayes Regret Bounds

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Jun 15, 2023
Alexia Atsidakou, Branislav Kveton, Sumeet Katariya, Constantine Caramanis, Sujay Sanghavi

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Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances

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Jun 13, 2023
Anusha Lalitha, Kousha Kalantari, Yifei Ma, Anoop Deoras, Branislav Kveton

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Only Pay for What Is Uncertain: Variance-Adaptive Thompson Sampling

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Mar 16, 2023
Aadirupa Saha, Branislav Kveton

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