Branislav Kveton

Adobe Systems (United States) — United States

Decision Sciences · Social Sciences

28h-index2.5kcitations198works1.32yr avg
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Research Topics

Advanced Bandit Algorithms Research(104), Machine Learning and Algorithms(61), Reinforcement Learning in Robotics(40), Optimization and Search Problems(34), Recommender Systems and Techniques(27)

Publications198 total

Riding the Carousel: The First Extensive Eye Tracking Analysis of Browsing Behavior in Carousel Recommenders
ArXiv.org·2025Open Access
RecGaze: The First Eye Tracking and User Interaction Dataset for Carousel Interfaces
2025· 1 citedOpen Access
LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles
arXiv (Cornell University)·2025Open Access
Quantitative LLM Judges
arXiv (Cornell University)·2025Open Access
A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations
arXiv (Cornell University)·2025Open Access
FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain
arXiv (Cornell University)·2025Open Access
Cross-Validated Off-Policy Evaluation
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 2 citedOpen Access
Selective Uncertainty Propagation in Offline RL
Proceedings of the AAAI Conference on Artificial Intelligence·2025Open Access
Active Learning for Direct Preference Optimization
arXiv (Cornell University)·2025Open Access
An Efficient Plugin Method for Metric Optimization of Black-Box Models
ArXiv.org·2025Open Access
GUI Agents: A Survey
2025· 6 citedOpen Access
LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles
2025Open Access
Comparing Few to Rank Many: Active Human Preference Learning using Randomized Frank-Wolfe
arXiv (Cornell University)·2024Open Access
GUI Agents: A Survey
arXiv (Cornell University)·2024Open Access
Multi-Objective Alignment of Large Language Models Through Hypervolume Maximization
arXiv (Cornell University)·2024Open Access
Language-Model Prior Overcomes Cold-Start Items
arXiv (Cornell University)·2024· 2 citedOpen Access
OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models
arXiv (Cornell University)·2024Open Access
Personalization of Large Language Models: A Survey
arXiv (Cornell University)·2024· 10 citedOpen Access
Pessimistic Off-Policy Optimization for Learning to Rank
Frontiers in artificial intelligence and applications·2024Open Access
Online Posterior Sampling with a Diffusion Prior
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Zheng Wen(20), Csaba Szepesvári(14), Azin Ashkan(10), Michal Vaľko(7), Miloš Hauskrecht(5), Sumeet Katariya(4), Zheng Wen(4), Sharan Vaswani(4), Brian Eriksson(4), S. Muthukrishnan(4), Mohammad Ghavamzadeh(4), Hung Bui(3), Wen Zheng(3), Yasin Abbasi-Yadkori(3), Georgios Theocharous(3), Ling Huang(3), Jaya Kawale(2), Claire Vernade(2), Salman Salamatian(2), Flávio P. Calmon(2)