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Hongseok Namkoong

Adaptive Elicitation of Latent Information Using Natural Language

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Apr 05, 2025
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Data Mixture Optimization: A Multi-fidelity Multi-scale Bayesian Framework

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Mar 26, 2025
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LLM Generated Persona is a Promise with a Catch

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Mar 18, 2025
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Architectural and Inferential Inductive Biases For Exchangeable Sequence Modeling

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Mar 03, 2025
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Contextual Thompson Sampling via Generation of Missing Data

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Feb 10, 2025
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A Planning Framework for Adaptive Labeling

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Feb 10, 2025
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From Models to Systems: A Comprehensive Fairness Framework for Compositional Recommender Systems

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Dec 05, 2024
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LLM Embeddings Improve Test-time Adaptation to Tabular $Y|X$-Shifts

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Oct 09, 2024
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QGym: Scalable Simulation and Benchmarking of Queuing Network Controllers

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Oct 08, 2024
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PersonalLLM: Tailoring LLMs to Individual Preferences

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Sep 30, 2024
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