Yegor Klochkov

Statistics and Probability · 2018–2023

A researcher in the Science corpus: 2 papers; trusts 17 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 16 citations into it
• Applied Mathematics — 10 citations into it
• Mathematical Physics — 5 citations into it

Whom Yegor Klochkov trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Michel Ledoux
2. Radosław Adamczak
3. Karim Lounici
4. Stéphane Boucheron
5. Stanislav Minsker
6. Vladimir Koltchinskii
7. Mark Rudelson
8. Daniel Berend
9. Michel Talagrand
10. Friedrich Götze

Papers from Yegor Klochkov's perspective

Ordered by how strongly the researchers Yegor Klochkov trusts endorse each paper. Same corpus, a different order for every researcher.

1. The concentration of measure phenomenon
2. Concentration inequalities and moment bounds for sample covariance operators
3. Hanson-Wright inequality and sub-gaussian concentration
4. A note on the Hanson-Wright inequality for random vectors with dependencies
5. User-Friendly Tail Bounds for Sums of Random Matrices
6. Concentration inequalities for non-Lipschitz functions with bounded derivatives of higher order
7. Probability in Banach Spaces: Isoperimetry and Processes
8. Concentration Inequalities: A Nonasymptotic Theory of Independence
9. Moment inequalities for functions of independent random variables
10. On the distribution of the largest eigenvalue in principal components analysis

Their papers

• Uniform Hanson-Wright type concentration inequalities for unbounded entries via the entropy method (2018) — 39 citations
• Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment (2023) — 575 citations