vix.ing · top · new · best · stats · spec

Kveton, Branislav

  1. Personalization of Large Language Models: A Survey
    2024/10/29 by Zhehao Zhang, Ryan A. Rossi, Zhang, Zhehao +41 · 2 voices · 22 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 · 14 citations
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Optimization and Search Problems
  3. Matroid Bandits: Fast Combinatorial Optimization with Learning
    2014/03/20 by Branislav Kveton, Zheng Wen, Kveton, Branislav +7 · 10 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
  4. Cascading Bandits: Learning to Rank in the Cascade Model
    2015/02/10 by Branislav Kveton, Kveton, Branislav, Csaba Szepesvári +5 · 7 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
  5. Leveraging Side Observations in Stochastic Bandits
    2012/10/16 by Stéphane Caron, Branislav Kveton, Caron, Stephane +5 · 8 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. GUI Agents: A Survey
    2024/12/18 by Deanna D. Nguyen, Jian Chen, Nguyen, Dang +54 · 28 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
  7. Randomized Exploration in Generalized Linear Bandits
    2019/06/21 by Branislav Kveton, Manzil Zaheer, Kveton, Branislav +9 · 7 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
  8. Combinatorial Cascading Bandits
    2015/07/15 by Branislav Kveton, Kveton, Branislav, Zheng Wen +5 · 7 citations
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Optimization and Search Problems #Reinforcement Learning in Robotics
  9. Cascading Bandits for Large-Scale Recommendation Problems
    2016/03/17 by Shi Zong, Zong, Shi, Hao Ni +9 · 6 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
  10. Offline Evaluation of Ranking Policies with Click Models
    2018/04/27 by Shuai Li, Li, Shuai, Yasin Abbasi-Yadkori +9 · 4 citations
    Computer Science · #Mobile Crowdsensing and Crowdsourcing #Information Retrieval and Search Behavior #Recommender Systems and Techniques
  11. Meta-Thompson Sampling
    2021/02/11 by Kveton, Branislav, Konobeev, Mikhail, Zaheer, Manzil +4 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  12. Online Learning to Rank in Stochastic Click Models
    2017/03/07 by Zoghi, Masrour, Tunys, Tomas, Ghavamzadeh, Mohammad +3 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  13. 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
  14. Nearly Optimal Adaptive Procedure with Change Detection for Piecewise-Stationary Bandit
    2018/02/11 by Cao, Yang, Wen, Zheng, Kveton, Branislav +1 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  15. 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
  16. Hierarchical Bayesian Bandits
    2021/11/12 by Hong, Joey, Kveton, Branislav, Zaheer, Manzil +1 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. Empirical Bayes Regret Minimization
    2019/04/04 by Chih‐Wei Hsu, Branislav Kveton, Hsu, Chih-Wei +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 #Reinforcement Learning in Robotics
  18. DCM Bandits: Learning to Rank with Multiple Clicks
    2016/02/09 by Sumeet Katariya, Branislav Kveton, Katariya, Sumeet +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
  19. Perturbed-History Exploration in Stochastic Linear Bandits
    2019/03/21 by Kveton, Branislav, Szepesvari, Csaba, Ghavamzadeh, Mohammad +1 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  20. Old Dog Learns New Tricks: Randomized UCB for Bandit Problems
    2019/10/11 by Vaswani, Sharan, Mehrabian, Abbas, Durand, Audrey +1 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  21. Optimal Design for Human Preference Elicitation
    2024/04/22 by Mukherjee, Subhojyoti, Lalitha, Anusha, Kalantari, Kousha +4 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. 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
  23. Multi-Objective Alignment of Large Language Models Through Hypervolume Maximization
    2024/12/06 by Subhojyoti Mukherjee, Mukherjee, Subhojyoti, Anusha Lalitha +7 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Machine Learning and Data Classification
  24. TopRank: A practical algorithm for online stochastic ranking
    2018/06/06 by Lattimore, Tor, Kveton, Branislav, Li, Shuai +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  25. From Selection to Generation: A Survey of LLM-based Active Learning
    2025/02/17 by Yu Xia, Subhojyoti Mukherjee, Xia, Yu +65 · 5 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
  26. FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain
    2025/05/20 by Kiran Koshy Thekumparampil, Deb, Rohan, Thekumparampil, Kiran +8 · 5 citations
    Computer Science · #Topic Modeling #Speech Recognition and Synthesis #Natural Language Processing Techniques
  27. Latent Bandits Revisited
    2020/06/15 by Joey Hong, Hong, Joey, Branislav Kveton +9 · 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 #Reinforcement Learning in Robotics
  28. 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
  29. No Regrets for Learning the Prior in Bandits
    2021/07/13 by Basu, Soumya, Kveton, Branislav, Zaheer, Manzil +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  30. Fixed-Budget Best-Arm Identification in Structured Bandits
    2021/06/09 by Mohammad Javad Azizi, Azizi, Mohammad Javad, Branislav Kveton +3 · 1 citation
    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
  31. Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models
    2025/03/20 by Huang, Chengkai, Wu, Junda, Xia, Yu +9 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  32. Safe Exploration for Efficient Policy Evaluation and Comparison
    2022/02/26 by Runzhe Wan, Branislav Kveton, Wan, Runzhe +3 · 1 citation
    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
  33. Mixed-Effect Thompson Sampling
    2022/05/30 by Imad Aouali, Branislav Kveton, Aouali, Imad +3 · 1 citation
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Mobile Crowdsensing and Crowdsourcing #Data Stream Mining Techniques
  34. Quantitative LLM Judges
    2025/06/03 by Jeevana Kruthi Karnuthala, Sahoo, Aishwarya, Karnuthala, Jeevana Kruthi +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)
  35. 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
  36. Multi-Task Off-Policy Learning from Bandit Feedback
    2022/12/09 by Hong, Joey, Kveton, Branislav, Katariya, Sumeet +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  37. 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
  38. Off-Policy Evaluation from Logged Human Feedback
    2024/06/14 by Aniruddha Bhargava, Bhargava, Aniruddha, Lalit Jain +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
  39. Online Posterior Sampling with a Diffusion Prior
    2024/10/04 by Kveton, Branislav, Oreshkin, Boris, Park, Youngsuk +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  40. Active Learning for Direct Preference Optimization
    2025/03/03 by Branislav Kveton, Kveton, Branislav, Xintong Li +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)
  41. A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations
    2025/05/20 by Li, Li, Cai, Peilin, Rossi, Ryan A. +21 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  42. 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 · 1 citation
    Computer Science · Decision Sciences · #Face and Expression Recognition #Multi-Criteria Decision Making #Text and Document Classification Technologies
  43. Multimodal LLMs as Customized Reward Models for Text-to-Image Generation
    2025/07/28 by Zhou, Shijie, Zhang, Ruiyi, Zhu, Huaisheng +5 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  44. Offline RL by Reward-Weighted Fine-Tuning for Conversation Optimization
    2025/06/08 by Mukherjee, Subhojyoti, Lai, Viet Dac, Addanki, Raghavendra +6 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  45. Language-Model Prior Overcomes Cold-Start Items
    2024/11/13 by Wang, Shiyu, Ding, Hao, Gu, Yupeng +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)