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Branislav Kveton

Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models

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Mar 20, 2025
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Active Learning for Direct Preference Optimization

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Mar 03, 2025
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An Efficient Plugin Method for Metric Optimization of Black-Box Models

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Mar 03, 2025
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From Selection to Generation: A Survey of LLM-based Active Learning

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Feb 17, 2025
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Comparing Few to Rank Many: Active Human Preference Learning using Randomized Frank-Wolfe

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Dec 27, 2024
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GUI Agents: A Survey

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Dec 18, 2024
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Multi-Objective Alignment of Large Language Models Through Hypervolume Maximization

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Dec 06, 2024
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Language-Model Prior Overcomes Cold-Start Items

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Nov 13, 2024
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OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models

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Oct 31, 2024
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Personalization of Large Language Models: A Survey

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Oct 29, 2024
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