Yegor Klochkov

activity

20182025

most citedTrustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment

73 citations · 106 across the 11 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

math.PR2020★ 1 cited

An edge CLT for the log determinant of Wigner ensembles

Iain M. Johnstone, Yegor Klochkov, Alexei Onatski +1

We derive a Central Limit Theorem (CLT) for $lo g ∣ det (W_{N} - E_{N}) ∣,$ where $W_{N}$ is a Wigner matrix, and $E_{N}$ is local to the edge of the se…

math.ST2020

Robust $k$ -means Clustering for Distributions with Two Moments

Yegor Klochkov, Alexey Kroshnin, Nikita Zhivotovskiy

We consider the robust algorithms for the $k$ -means clustering problem where a quantizer is constructed based on $N$ independent observations. Our main results are median of means…

An edge CLT for the log determinant of Wigner ensembles

Robust k-means Clustering for Distributions with Two Moments

Robust $k$ -means Clustering for Distributions with Two Moments