Baekjin Kim | DeepAI

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Featured Co-authors

Abhishek Gupta
133 publications
Ambuj Tewari
81 publications
Ness Shroff
39 publications
Xingyu Zhou
38 publications
Yuntian Deng
25 publications
Young Hun Jung
10 publications

research

∙ 07/06/2021

Weighted Gaussian Process Bandits for Non-stationary Environments

In this paper, we consider the Gaussian process (GP) bandit optimization...

0 Yuntian Deng, et al. ∙

research

∙ 06/02/2020

On the Equivalence between Online and Private Learnability beyond Binary Classification

Alon et al. [2019] and Bun et al. [2020] recently showed that online lea...

10 Young Hun Jung, et al. ∙

research

∙ 12/11/2019

Near-optimal Oracle-efficient Algorithms for Stationary and Non-Stationary Stochastic Linear Bandits

We investigate the design of two algorithms that enjoy not only computat...

17 Baekjin Kim, et al. ∙

research

∙ 02/02/2019

On the Optimality of Perturbations in Stochastic and Adversarial Multi-armed Bandit Problems

We investigate the optimality of perturbation based algorithms in the st...

2 Baekjin Kim, et al. ∙