JK

Joon Kwon

0000-0002-3464-9081

cs.LGmath.OCstat.MLcs.NAmath.NAmath.STplant biologystat.TH

On Valency

published · living versions

W_x7h4jshv·v1 · currentpublished

Conic-Lifting for Learning-rate-free Convex Optimization

with Julien Grand-Clément, Francesco Orabona

1 version

Preprints & journals

8 papers in the corpus · 2014–2025

A regret minimization approach to fixed-point iterations2509.21653v2 · Joon Kwon2025 · 0 citationsarXiv

Global Plant Extinction Risk Assessment Informs Novel Biodiversity Hotspots10.1101/2021.10.08.463027v1 · Haevermans, T., Tressou, J., Kwon, J. et al.2021 · 1 citationbioRxiv

Refined approachability algorithms and application to regret minimization with global costs2009.03831v4 · Joon Kwon2020 · 1 citationarXiv

Unifying mirror descent and dual averaging1910.13742v4 · Anatoli Juditsky, Joon Kwon, 'Eric Moulines2019 · 21 citationsarXiv

A MOM-based ensemble method for robustness, subsampling and hyperparameter tuning1812.02435v2 · Joon Kwon, Guillaume Lecu'e, Matthieu Lerasle2018 · 0 citationsarXiv

Sparse Stochastic Bandits1706.01383v1 · Joon Kwon, Vianney Perchet, Claire Vernade2017 · 4 citationsarXiv

Gains and Losses are Fundamentally Different in Regret Minimization: The Sparse Case1511.08405v1 · Joon Kwon, Vianney Perchet2015 · 5 citationsarXiv

A continuous-time approach to online optimization1401.6956v2 · Joon Kwon, Panayotis Mertikopoulos2014 · 43 citationsarXiv

Career total: 84 works. 8 are in this corpus.

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