Kyoungseok Jang

activity

20222025

most citedTighter PAC-Bayes Bounds Through Coin-Betting

2 citations · 2 across the 5 of their papers we have counts for

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cs.LG2024

Better-than-KL PAC-Bayes Bounds

Ilja Kuzborskij, Kwang-Sung Jun, Yulian Wu +2

Let $f (θ, X_{1}),$ $\dots,$ $f (θ, X_{n})$ be a sequence of random elements, where $f$ is a fixed scalar function, $X_{1}, \dots, X_{n}$ are independent random variables (data), and $θ$ i…

cs.LG2023★ 2 cited

Tighter PAC-Bayes Bounds Through Coin-Betting

Kyoungseok Jang, Kwang-Sung Jun, Ilja Kuzborskij +1

We consider the problem of estimating the mean of a sequence of random elements $f (X_{1}, θ)$ $, \dots,$ $f (X_{n}, θ)$ where $f$ is a fixed scalar function, $S = (X_{1}, \dots, X_{n})$ ar…