Klochkov, Yegor
- Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment
2023/08/10 by Yang Liu, Yuanshun Yao, Liu, Yang +13 · 83 citations
Computer Science · #Topic Modeling
- Sharper bounds for uniformly stable algorithms
2019/10/17 by Olivier Bousquet, Bousquet, Olivier, Yegor Klochkov +3 · 8 citations
Computer Science · #Complexity and Algorithms in Graphs #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Probability (math.PR)
- Post-hoc Bias Scoring Is Optimal For Fair Classification
2023/10/09 by Wenlong Chen, Yegor Klochkov, Chen, Wenlong +3 · 4 citations
Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Revisiting inverse Hessian vector products for calculating influence functions
2024/09/25 by Yegor Klochkov, Yang Liu, Klochkov, Yegor +1 · 5 citations
Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG)
- Uniform Hanson-Wright type concentration inequalities for unbounded\n entries via the entropy method
2018/12/09 by Yegor Klochkov, Nikita Zhivotovskiy, Klochkov, Yegor +1 · 1 citation
Mathematics · #FOS: Mathematics #Geometric Analysis and Curvature Flows #Markov Chains and Monte Carlo Methods #Point processes and geometric inequalities #Probability (math.PR) #Statistics Theory (math.ST)
- An edge CLT for the log determinant of Wigner ensembles
2020/11/27 by Iain M. Johnstone, Johnstone, Iain M., Yegor Klochkov +5 · 1 citation
Mathematics · #60B20 #60F05 #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Probability (math.PR) #Random Matrices and Applications #Stochastic processes and statistical mechanics
- Stability and Deviation Optimal Risk Bounds with Convergence Rate O(1/n)
2021/03/22 by Klochkov, Yegor, Zhivotovskiy, Nikita · 1 citation
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Spin glass to paramagnetic transition and triple point in Spherical SK model
2021/04/15 by Iain M. Johnstone, Yegor Klochkov, Johnstone, Iain M. +5 · 1 citation
Physics and Astronomy · Economics, Econometrics and Finance · Mathematics · #Theoretical and Computational Physics #Complex Systems and Time Series Analysis #Stochastic processes and statistical mechanics
- Robust k-means Clustering for Distributions with Two Moments
2020/02/06 by Klochkov, Yegor, Kroshnin, Alexey, Zhivotovskiy, Nikita · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Statistics Theory (math.ST)