3 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.LG2023
Differential Good Arm Identification
Yun-Da Tsai, Tzu-Hsien Tsai, Shou-De Lin
This paper targets a variant of the stochastic multi-armed bandit problem called good arm identification (GAI). GAI is a pure-exploration bandit problem with the goal to output as…
cs.LG2022
Fast online inference for nonlinear contextual bandit based on Generative Adversarial Network
Yun Da Tsai, Shou De Lin
This work addresses the efficiency concern on inferring a nonlinear contextual bandit when the number of arms is very large. We propose a neural bandit model with an end-to-end…
cs.LG2022★ 3 cited
Toward More Generalized Malicious URL Detection Models
YunDa Tsai, Cayon Liow, Yin Sheng Siang +1
This paper reveals a data bias issue that can severely affect the performance while conducting a machine learning model for malicious URL detection. We describe how such bias can b…