Gennady Samorodnitsky

Publication Activity (10 Years)

Years Active: 1982-2023
Publications (10 Years): 22

Top Topics

Robust Statistics

Poisson Process

Machine Learning

Top Venues

J. Appl. Probab.

IEEE Trans. Inf. Theory

Publications

Guanhua Fang, Gennady Samorodnitsky, Zhiqiang Xu
A Cover Time Study of a non-Markovian Algorithm. CoRR (2023)
Ryan Rogers, Gennady Samorodnitsky, Zhiwei Steven Wu, Aaditya Ramdas
Adaptive Privacy Composition for Accuracy-first Mechanisms. CoRR (2023)
Guanhua Fang, Ping Li, Gennady Samorodnitsky
Empirical Risk Minimization for Losses without Variance. CoRR (2023)
Gennady Samorodnitsky, Takashi Owada
Large deviations for subcomplex counts and Betti numbers in multiparameter simplicial complexes. Random Struct. Algorithms 63 (2) (2023)
Sujay Bhatt, Ping Li, Gennady Samorodnitsky
Extreme Bandits Using Robust Statistics. IEEE Trans. Inf. Theory 69 (3) (2023)
Diana M. Negoescu, Humberto González, Saad Eddin Al Orjany, Jilei Yang, Yuliia Lut, Rahul Tandra, Xiaowen Zhang, Xinyi Zheng, Zach Douglas, Vidita Nolkha, Parvez Ahammad, Gennady Samorodnitsky
Epsilon*: Privacy Metric for Machine Learning Models. CoRR (2023)
Ryan M. Rogers, Gennady Samorodnitsky, Zhiwei teven Wu, Aaditya Ramdas
Adaptive Privacy Composition for Accuracy-first Mechanisms. NeurIPS (2023)
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
Nearly Optimal Catoni's M-estimator for Infinite Variance. ICML (2022)
Guanhua Fang, Ping Li, Gennady Samorodnitsky
On Penalization in Stochastic Multi-armed Bandits. CoRR (2022)
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
Catoni-style Confidence Sequences under Infinite Variance. CoRR (2022)
Ping Li, Xiaoyun Li, Gennady Samorodnitsky
℘-MinHash Algorithm for Continuous Probability Measures: Theory and Application to Machine Learning. CIKM (2022)
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
Minimax M-estimation under Adversarial Contamination. ICML (2022)
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
Regret Analysis for RL using Renewal Bandit Feedback. ITW (2022)
Marco Avella-Medina, Richard A. Davis, Gennady Samorodnitsky
Kernel PCA for multivariate extremes. CoRR (2022)
Chunyin Siu, Gennady Samorodnitsky, Christina Yu, Andrey Yao
Detection of Small Holes by the Scale-Invariant Robust Density-Aware Distance (RDAD) Filtration. CoRR (2022)
Ping Li, Xiaoyun Li, Gennady Samorodnitsky, Weijie Zhao
Consistent Sampling Through Extremal Process. WWW (2021)
Marco Avella Medina, Richard A. Davis, Gennady Samorodnitsky
Spectral learning of multivariate extremes. CoRR (2021)
Sujay Bhatt, Ping Li, Gennady Samorodnitsky
Extreme Bandits using Robust Statistics. CoRR (2021)
Emily M. Fischer, Souvik Ghosh, Gennady Samorodnitsky
Epidemic threshold and lifetime distribution for information diffusion on simultaneously growing networks. ASONAM (2019)
Yinghua Dong, Gennady Samorodnitsky
Contact distribution in a thinned Boolean model with power-law radii. J. Appl. Probab. 54 (3) (2017)
Shan Lu, Gennady Samorodnitsky, Weibo Gong, Bo Jiang, Jieqi Kang, Don Towsley
Poisson Process Driven Stochastic Differential Equations for bivariate heavy tailed distributions. ACC (2016)
Gennady Samorodnitsky, Sidney Resnick, Don Towsley, Richard Davis, Amy Willis, Phyllis Wan
Nonstandard regular variation of in-degree and out-degree in the preferential attachment model. J. Appl. Probab. 53 (1) (2016)
Ewa Damek, Thomas Mikosch, Jan Rosinski, Gennady Samorodnitsky
General inverse problems for regular variation. J. Appl. Probab. 51 (A) (2014)
Ping Li, Gennady Samorodnitsky, John E. Hopcroft
Sign Stable Projections, Sign Cauchy Projections and Chi-Square Kernels. CoRR (2013)
Ping Li, Gennady Samorodnitsky, John E. Hopcroft
Sign Cauchy Projections and Chi-Square Kernel. NIPS (2013)
Thomas Mikosch, Gennady Samorodnitsky, Laleh Tafakori
Fractional Moments of Solutions to Stochastic Recurrence Equations. J. Appl. Probab. 50 (4) (2013)
Thomas Mikosch, Gennady Samorodnitsky
Scaling Limits for Cumulative Input Processes. Math. Oper. Res. 32 (4) (2007)
Gilles Faÿ, Bárbara González-Arévalo, Thomas Mikosch, Gennady Samorodnitsky
Modeling teletraffic arrivals by a Poisson cluster process. Queueing Syst. Theory Appl. 54 (2) (2006)
Gennady Samorodnitsky
Long Range Dependence. Found. Trends Stoch. Syst. 1 (3) (2006)
Bernardo D'Auria, Gennady Samorodnitsky
Limit Behavior of Fluid Queues and Networks. Oper. Res. 53 (6) (2005)
Félix Hernández-Campos, J. S. Marron, Gennady Samorodnitsky, F. Donelson Smith
Variable heavy tails in Internet traffic. Perform. Evaluation 58 (2-3) (2004)
Félix Hernández-Campos, J. S. Marron, F. Donelson Smith, Gennady Samorodnitsky
Variable Heavy Tailed Durations in Internet Traffic, Part I: Understanding Heavy Tails. MASCOTS (2002)
Robin O. Roundy, Gennady Samorodnitsky
) Inventory Policies for Levy Demand Processes. RAIRO Oper. Res. 35 (1) (2001)
Sidney Resnick, Gennady Samorodnitsky
Activity Periods of an Infinite Server Queue and Performance of Certain Heavy Tailed Fluid Queues. Queueing Syst. Theory Appl. 33 (1-3) (1999)
David Heath, Sidney Resnick, Gennady Samorodnitsky
Heavy Tails and Long Range Dependence in On/Off Processes and Associated Fluid Models. Math. Oper. Res. 23 (1) (1998)
Sidney Resnick, Gennady Samorodnitsky
Performance Decay in a Single Server Exponential Queueing Model with Long Range Dependence. Oper. Res. 45 (2) (1997)
Gennady Samorodnitsky, Ishay Weissman, Reuven Y. Rubinstein
An efficient mixture method. Oper. Res. Lett. 1 (5) (1982)