Joon Kwon

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 9

Top Topics

Online Learning

Regret Minimization

Stochastic Models

Top Venues

J. Mach. Learn. Res.

Publications

Anatoli B. Juditsky, Joon Kwon, Éric Moulines
Unifying mirror descent and dual averaging. Math. Program. 199 (1) (2023)
Joon Kwon, Bruno Ziliotto
Blackwell's Approachability with Time-Dependent Outcome Functions and Dot Products. Application to the Big Match. CoRR (2023)
Joon Kwon
Refined approachability algorithms and application to regret minimization with global costs. J. Mach. Learn. Res. 22 (2021)
Joon Kwon
Refined approachability algorithms and application to regret minimization with global costs. CoRR (2020)
Anatoli B. Juditsky, Joon Kwon, Eric Moulines
Unifying mirror descent and dual averaging. CoRR (2019)
Joon Kwon, Vianney Perchet, Claire Vernade
Sparse Stochastic Bandits. CoRR (2017)
Joon Kwon, Vianney Perchet, Claire Vernade
Sparse Stochastic Bandits. COLT (2017)
Joon Kwon, Vianney Perchet
Online Learning and Blackwell Approachability with Partial Monitoring: Optimal Convergence Rates. AISTATS (2017)
Joon Kwon, Vianney Perchet
Gains and Losses are Fundamentally Different in Regret Minimization: The Sparse Case. J. Mach. Learn. Res. 17 (2016)
Joon Kwon, Vianney Perchet
Gains and Losses are Fundamentally Different in Regret Minimization: The Sparse Case. CoRR (2015)
Joon Kwon, Panayotis Mertikopoulos
A continuous-time approach to online optimization. CoRR (2014)