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Researcher profile

Quoc Phong Nguyen

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. An Information-Theoretic Framework for Unifying Active Learning Problems

    2021 · Proceedings of the AAAI Conference on Artificial Intelligence

    This paper presents an information-theoretic framework for unifying active learning problems: level set estimation (LSE), Bayesian optimization (BO), and their generalized variant. We first introduce a novel active learning criterion that subsumes an existing LSE …

  2. An Information-Theoretic Framework for Unifying Active Learning Problems

    2020 · arXiv (Cornell University)

    This paper presents an information-theoretic framework for unifying active learning problems: level set estimation (LSE), Bayesian optimization (BO), and their generalized variant. We first introduce a novel active learning criterion that subsumes an existing LSE …