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Yegor Klochkov
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11
Revisiting inverse Hessian vector products for calculating influence functions
25 September 2024 by
Yegor Klochkov
and
Yang Liu
Machine Learning
Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment
21 March 2024 by
Yang Liu
and
others
Artificial Intelligence
,
Machine Learning
Post-hoc Bias Scoring Is Optimal For Fair Classification
15 March 2024 by
Wenlong Chen
and
others
Machine Learning
Deep Concept Removal
9 October 2023 by
Yegor Klochkov
and
others
Machine Learning
Robustifying Markowitz
28 December 2022 by
Wolfgang Karl Härdle
and
others
Econometrics
,
Machine Learning
An edge CLT for the log determinant of Wigner ensembles
8 July 2022 by
Iain Johnstone
and
others
Probability
Stability and Deviation Optimal Risk Bounds with Convergence Rate
O(1/n)
18 November 2021 by
Yegor Klochkov
and
Nikita Zhivotovskiy
Machine Learning
,
Data Structures and Algorithms
Spin glass to paramagnetic transition in Spherical Sherrington-Kirkpatrick model with ferromagnetic interaction
30 April 2021 by
Iain Johnstone
and
others
Probability
SONIC: SOcial Network with Influencers and Communities
8 February 2021 by
Cathy Yi-Hsuan Chen
and
others
Applications
Robust
k
-means Clustering for Distributions with Two Moments
3 November 2020 by
Yegor Klochkov
and
others
Statistics Theory
,
Machine Learning
Sharper bounds for uniformly stable algorithms
26 May 2020 by
Olivier Bousquet
and
others
Machine Learning
,
Probability
Uniform Hanson-Wright type concentration inequalities for unbounded entries via the entropy method
7 August 2019 by
Yegor Klochkov
and
Nikita Zhivotovskiy
Probability
,
Statistics Theory
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Topics
Machine Learning
Statistics Theory
Probability
Artificial Intelligence
Econometrics
Portfolio Management
Data Structures and Algorithms
Optimization and Control
Applications
