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Branislav Kveton

  1. Personalization of Large Language Models: A Survey
    2024/10/29 by Zhehao Zhang, Ryan A. Rossi, Zhang, Zhehao +41 · 2 voices · 32 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  2. Efficient Learning in Large-Scale Combinatorial Semi-Bandits
    2014/06/28 by Zheng Wen, Wen, Zheng, Branislav Kveton +3 · 17 citations
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Optimization and Search Problems
  3. Cascading Bandits: Learning to Rank in the Cascade Model
    2015/02/10 by Branislav Kveton, Csaba Szepesvári, Kveton, Branislav +5 · 13 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Search Problems
  4. Matroid Bandits: Fast Combinatorial Optimization with Learning
    2014/03/20 by Branislav Kveton, Kveton, Branislav, Zheng Wen +7 · 13 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Auction Theory and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Systems and Control (eess.SY) #electronic engineering #information engineering
  5. Leveraging Side Observations in Stochastic Bandits
    2012/10/16 by Stéphane Caron, Caron, Stephane, Branislav Kveton +5 · 10 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  6. Randomized Exploration in Generalized Linear Bandits
    2019/06/21 by Branislav Kveton, Kveton, Branislav, Manzil Zaheer +9 · 9 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques
  7. GUI Agents: A Survey
    2024/12/18 by Deanna D. Nguyen, Jian Chen, Nguyen, Dang +54 · 34 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Human-Computer Interaction (cs.HC) #Robotic Path Planning Algorithms #Web Data Mining and Analysis
  8. Nearly Optimal Adaptive Procedure with Change Detection for Piecewise-Stationary Bandit
    2018/02/11 by Yang Cao, Zheng Wen, Cao, Yang +5 · 8 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  9. Combinatorial Cascading Bandits
    2015/07/15 by Branislav Kveton, Kveton, Branislav, Zheng Wen +5 · 9 citations
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Optimization and Search Problems #Reinforcement Learning in Robotics
  10. Cascading Bandits for Large-Scale Recommendation Problems
    2016/03/17 by Shi Zong, Hao Ni, Zong, Shi +9 · 7 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Recommender Systems and Techniques
  11. Offline Evaluation of Ranking Policies with Click Models
    2018/04/27 by Shuai Li, Yasin Abbasi-Yadkori, Li, Shuai +9 · 5 citations
    Computer Science · #Mobile Crowdsensing and Crowdsourcing #Information Retrieval and Search Behavior #Recommender Systems and Techniques
  12. Stochastic Low-Rank Bandits
    2017/12/13 by Branislav Kveton, Csaba Szepesvári, Kveton, Branislav +9 · 5 citations
    Decision Sciences · Engineering · Computer Science · #Advanced Bandit Algorithms Research #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  13. Old Dog Learns New Tricks: Randomized UCB for Bandit Problems
    2019/10/11 by Sharan Vaswani, Vaswani, Sharan, Abbas Mehrabian +5 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
  14. Latent Bandits Revisited
    2020/06/15 by Joey Hong, Hong, Joey, Branislav Kveton +9 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
  15. Empirical Bayes Regret Minimization
    2019/04/04 by Chih‐Wei Hsu, Hsu, Chih-Wei, Branislav Kveton +7 · 5 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
  16. Stochastic Rank-1 Bandits
    2016/08/10 by Sumeet Katariya, Katariya, Sumeet, Branislav Kveton +7 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Search Problems
  17. Hierarchical Bayesian Bandits
    2021/11/12 by Joey Hong, Branislav Kveton, Hong, Joey +5 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
  18. Safe Exploration for Efficient Policy Evaluation and Comparison
    2022/02/26 by Runzhe Wan, Branislav Kveton, Wan, Runzhe +3 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  19. DCM Bandits: Learning to Rank with Multiple Clicks
    2016/02/09 by Sumeet Katariya, Katariya, Sumeet, Branislav Kveton +5 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Recommender Systems and Techniques
  20. Multi-Objective Alignment of Large Language Models Through Hypervolume Maximization
    2024/12/06 by Subhojyoti Mukherjee, Mukherjee, Subhojyoti, Anusha Lalitha +7 · 7 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Machine Learning and Data Classification
  21. No Regrets for Learning the Prior in Bandits
    2021/07/13 by Soumya Basu, Branislav Kveton, Basu, Soumya +5 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
  22. Fixed-Budget Best-Arm Identification in Structured Bandits
    2021/06/09 by Mohammad Javad Azizi, Azizi, Mohammad Javad, Branislav Kveton +3 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
  23. From Ranked Lists to Carousels: A Carousel Click Model
    2022/09/27 by Behnam Rahdari, Rahdari, Behnam, Branislav Kveton +3 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Information Theory (cs.IT) #Recommender Systems and Techniques
  24. From Selection to Generation: A Survey of LLM-based Active Learning
    2025/02/17 by Yu Xia, Xia, Yu, Subhojyoti Mukherjee +65 · 6 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Open Education and E-Learning #Wikis in Education and Collaboration
  25. Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models
    2025/03/20 by Chengkai Huang, Huang, Chengkai, Junda Wu +21 · 7 citations
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
  26. FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain
    2025/05/20 by Kiran Koshy Thekumparampil, Deb, Rohan, Kousha Kalantari +8 · 5 citations
    Computer Science · #Topic Modeling #Speech Recognition and Synthesis #Natural Language Processing Techniques
  27. Non-Stationary Latent Bandits
    2020/12/01 by Joey Hong, Branislav Kveton, Hong, Joey +11 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
  28. Mixed-Effect Thompson Sampling
    2022/05/30 by Imad Aouali, Aouali, Imad, Branislav Kveton +3 · 1 citation
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Mobile Crowdsensing and Crowdsourcing #Data Stream Mining Techniques
  29. Quantitative LLM Judges
    2025/06/03 by Sahoo, Aishwarya, Jeevana Kruthi Karnuthala, Tushar Parmanand Budhwani +19 · 3 citations
    Business, Management and Accounting · Social Sciences · #Computation and Language (cs.CL) #Dispute Resolution and Class Actions #FOS: Computer and information sciences #Legal Education and Practice Innovations #Legal Systems and Judicial Processes #Machine Learning (cs.LG)
  30. Meta-Learning for Simple Regret Minimization
    2022/02/25 by Mohammadjavad Azizi, Branislav Kveton, Azizi, Mohammadjavad +5 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
  31. Multi-Task Off-Policy Learning from Bandit Feedback
    2022/12/09 by Joey Hong, Branislav Kveton, Hong, Joey +7 · 1 citation
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Smart Grid Energy Management
  32. Only Pay for What Is Uncertain: Variance-Adaptive Thompson Sampling
    2023/03/16 by Aadirupa Saha, Saha, Aadirupa, Branislav Kveton +1 · 1 citation
    Decision Sciences · #Advanced Bandit Algorithms Research
  33. Multiplier Bootstrap-based Exploration
    2023/02/03 by Runzhe Wan, Wan, Runzhe, Haoyu Wei +5 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG)
  34. Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances
    2023/06/13 by Anusha Lalitha, Lalitha, Anusha, Kousha Kalantari +7 · 1 citation
    Decision Sciences · Social Sciences · #Auction Theory and Applications #Decision-Making and Behavioral Economics #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  35. Off-Policy Evaluation from Logged Human Feedback
    2024/06/14 by Aniruddha Bhargava, Lalit Jain, Bhargava, Aniruddha +7 · 1 citation
    Computer Science · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
  36. OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models
    2024/10/31 by Junda Wu, Xintong Li, Wu, Junda +21 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  37. Comparing Few to Rank Many: Active Human Preference Learning using Randomized Frank-Wolfe
    2024/12/27 by Kiran Koshy Thekumparampil, Gaurush Hiranandani, Thekumparampil, Kiran Koshy +7 · 2 citations
    Computer Science · Decision Sciences · #Face and Expression Recognition #Multi-Criteria Decision Making #Text and Document Classification Technologies
  38. Active Learning for Direct Preference Optimization
    2025/03/03 by Branislav Kveton, Xintong Li, Kveton, Branislav +11 · 2 citations
    Computer Science · #Advanced Database Systems and Queries #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  39. Language-Model Prior Overcomes Cold-Start Items
    2024/11/13 by Shiyu Wang, Hao Ding, Wang, Shiyu +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques