
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
Communication dans un congrès
hal-04510253
v1
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Sparse stochastic bandits2017 Conference on Learning Theory (COLT), Jul 2017, Amsterdam, Netherlands
Communication dans un congrès
hal-02734034
v1
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Sparse Stochastic BanditsCOLT, May 2017, Amsterdam, Netherlands
Communication dans un congrès
hal-02287913
v1
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Sparse Stochastic BanditsConference on Learning Theory, Jul 2017, Amsterdam, Netherlands
Communication dans un congrès
hal-03089519
v1
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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
Communication dans un congrès
hal-02734035
v1
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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
Poster de conférence
hal-03776962
v1
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Importance sampling-based gradient method for dimension reduction in Poisson log-normal model2025
Pré-publication, Document de travail
hal-04712554
v4
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Finite-sum optimization: Adaptivity to smoothness and loopless variance reduction2023
Pré-publication, Document de travail
hal-04217357
v1
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Global Plant Extinction Risk Assessment Inform Novel Biodiversity Hotspots2023
Pré-publication, Document de travail
hal-04217346
v1
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A MOM-based ensemble method for robustness, subsampling and hyperparameter tuning2019
Pré-publication, Document de travail
hal-02786143
v1
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Gains and Losses are Fundamentally Different in Regret Minimization: The Sparse Case2015
Pré-publication, Document de travail
hal-01265075
v1
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Mirror descent strategies for regret minimization and approachabilityLife Sciences [q-bio]. Université Pierre et Marie Curie - Paris 6, 2016. English. ⟨NNT : ⟩
Thèse
tel-02795606
v1
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