Joon Kwon
17
Documents
Publications
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Refined approachability algorithms and application to regret minimization with global costsJournal of Machine Learning Research, 2021, 22, pp.1-38
Article dans une revue
hal-04217335v1
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A continuous-time approach to online optimizationJournal of Dynamics and Games, 2017, 4 (2), pp.125-148. ⟨10.3934/jdg.2017008⟩
Article dans une revue
hal-02619471v1
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A universal bound on the variations of bounded convex functionsJournal of Convex Analysis, 2017, 24 (1), pp.67-73
Article dans une revue
hal-02618650v1
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Gains and losses are fundamentally different in regret minimization: the sparse caseJournal of Machine Learning Research, 2016, 17 (227), pp.1-32
Article dans une revue
hal-02630070v1
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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-04510253v1
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Automatic characterisation of goat behaviours using accelerometers and Artificial IntelligencePLF Workshop, Apr 2023, Copenhagen, Denmark
Communication dans un congrès
hal-04491815v1
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Sparse Stochastic BanditsCOLT, May 2017, Amsterdam, Netherlands
Communication dans un congrès
hal-02287913v1
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Sparse Stochastic BanditsConference on Learning Theory, Jul 2017, Amsterdam, Netherlands
Communication dans un congrès
hal-03089519v1
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Sparse stochastic bandits2017 Conference on Learning Theory (COLT), Jul 2017, Amsterdam, Netherlands
Communication dans un congrès
hal-02734034v1
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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-02734035v1
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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-03776962v1
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Global Plant Extinction Risk Assessment Inform Novel Biodiversity Hotspots2023
Pré-publication, Document de travail
hal-04217346v1
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Finite-sum optimization: Adaptivity to smoothness and loopless variance reduction2023
Pré-publication, Document de travail
hal-04217357v1
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A MOM-based ensemble method for robustness, subsampling and hyperparameter tuning2019
Pré-publication, Document de travail
hal-02786143v1
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Gains and Losses are Fundamentally Different in Regret Minimization: The Sparse Case2015
Pré-publication, Document de travail
hal-01265075v1
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Unifying mirror descent and dual averaging[0] 2019
Rapport
hal-02789412v1
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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-02795606v1
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