Joon Kwon
19
Documents
Publications
Publications
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Benchmarking predictive models: evaluating parametric, ensemble, and deep learning approaches for animal phenotype prediction from genotypes.AI and biology Symposium, EMBO EMBL, Heidelberg, Mar 2024, Heidelberg, Germany |
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Sparse stochastic bandits2017 Conference on Learning Theory (COLT), Jul 2017, Amsterdam, Netherlands |
Sparse Stochastic BanditsCOLT, May 2017, Amsterdam, Netherlands |
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Sparse Stochastic BanditsConference on Learning Theory, Jul 2017, Amsterdam, Netherlands |
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Online learning and Blackwell approachability with partial monitoring: optimal convergence rates20. International Conference on Artificial Intelligence and Statistics (AISTATS), Apr 2017, Fort Lauderdale, United States |
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Évaluation intégrée du bien-être positif chez les chèvres laitières : Une première étude expérimentale combinant approches éthologiques et numériquesJournées scientifiques 2025 du PEPR Agroécologie et Numérique, Jan 2025, Dijon, France |
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Analysis of dairy cows’ activity using a hybrid modelling approach for the early detection of health problemsUFAW 2022 - Advancing Animal Welfare Science, Jun 2022, Edinburgh, United Kingdom |
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Finite-sum optimization: Adaptivity to smoothness and loopless variance reduction2023 |
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Global Plant Extinction Risk Assessment Inform Novel Biodiversity Hotspots2023 |
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A MOM-based ensemble method for robustness, subsampling and hyperparameter tuning2019 |
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Gains and Losses are Fundamentally Different in Regret Minimization: The Sparse Case2015 |
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