Gennady Samorodnitsky

43 papers A* 4A 1B 4C 1Journal 32Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Insights into Kernel PCA with Application to Multivariate Extremes.
SIAM J. Math. Data Sci.
Marco Avella Medina, Richard A. Davis, Gennady Samorodnitsky
2025 J jnl
Likelihood Inference for Possibly Nonstationary Processes via Adaptive Overdifferencing.
Technometrics
Maryclare Griffin, Gennady Samorodnitsky, David S. Matteson
2025 J jnl
On Penalization in Stochastic Multi-Armed Bandits.
IEEE Trans. Inf. Theory
Guanhua Fang, Ping Li, Gennady Samorodnitsky
2024 J jnl
Detection of small holes by the scale-invariant robust density-aware distance (RDAD) filtration.
J. Appl. Comput. Topol.
Chunyin Siu, Gennady Samorodnitsky, Christina Lee Yu, Andrey Yao
2024 B conf
Generalized Pareto GAN: Generating Extremes of Distributions.
IJCNN
Jun Li, Dingcheng Li, Ping Li, Gennady Samorodnitsky
2024 J jnl
Spectral learning of multivariate extremes.
J. Mach. Learn. Res.
Marco Avella Medina, Richard A. Davis, Gennady Samorodnitsky
2023 J jnl
A Cover Time Study of a non-Markovian Algorithm.
CoRR
Guanhua Fang, Gennady Samorodnitsky, Zhiqiang Xu
2023 A* conf
Adaptive Privacy Composition for Accuracy-first Mechanisms.
NeurIPS
Ryan M. Rogers, Gennady Samorodnitsky, Zhiwei Steven Wu, Aaditya Ramdas
2023 J jnl
Adaptive Privacy Composition for Accuracy-first Mechanisms.
CoRR
Ryan Rogers, Gennady Samorodnitsky, Zhiwei Steven Wu, Aaditya Ramdas
2023 J jnl
Empirical Risk Minimization for Losses without Variance.
CoRR
Guanhua Fang, Ping Li, Gennady Samorodnitsky
2023 J jnl
Epsilon*: Privacy Metric for Machine Learning Models.
CoRR
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
2023 J jnl
Extreme Bandits Using Robust Statistics.
IEEE Trans. Inf. Theory
Sujay Bhatt, Ping Li, Gennady Samorodnitsky
2023 J jnl
Large deviations for subcomplex counts and Betti numbers in multiparameter simplicial complexes.
Random Struct. Algorithms
Gennady Samorodnitsky, Takashi Owada
2022 J jnl
Catoni-style Confidence Sequences under Infinite Variance.
CoRR
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
2022 J jnl
Detection of Small Holes by the Scale-Invariant Robust Density-Aware Distance (RDAD) Filtration.
CoRR
Chunyin Siu, Gennady Samorodnitsky, Christina Lee Yu, Andrey Yao
2022 J jnl
Kernel PCA for multivariate extremes.
CoRR
Marco Avella-Medina, Richard A. Davis, Gennady Samorodnitsky
2022 A* conf
Minimax M-estimation under Adversarial Contamination.
ICML
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
2022 A* conf
Nearly Optimal Catoni's M-estimator for Infinite Variance.
ICML
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
2022 J jnl
On Penalization in Stochastic Multi-armed Bandits.
CoRR
Guanhua Fang, Ping Li, Gennady Samorodnitsky
2022 B conf
Regret Analysis for RL using Renewal Bandit Feedback.
ITW
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
2022 A conf
℘-MinHash Algorithm for Continuous Probability Measures: Theory and Application to Machine Learning.
CIKM
Ping Li, Xiaoyun Li, Gennady Samorodnitsky
2021 A* conf
Consistent Sampling Through Extremal Process.
WWW
Ping Li, Xiaoyun Li, Gennady Samorodnitsky, Weijie Zhao
2021 J jnl
Extreme Bandits using Robust Statistics.
CoRR
Sujay Bhatt, Ping Li, Gennady Samorodnitsky
2021 J jnl
Spectral learning of multivariate extremes.
CoRR
Marco Avella-Medina, Richard A. Davis, Gennady Samorodnitsky
2019 B conf
Epidemic threshold and lifetime distribution for information diffusion on simultaneously growing networks.
ASONAM
Emily M. Fischer, Souvik Ghosh, Gennady Samorodnitsky
2017 J jnl
Contact distribution in a thinned Boolean model with power-law radii.
J. Appl. Probab.
Yinghua Dong, Gennady Samorodnitsky
2016 J jnl
Nonstandard regular variation of in-degree and out-degree in the preferential attachment model.
J. Appl. Probab.
Gennady Samorodnitsky, Sidney Resnick, Don Towsley, Richard Davis, Amy Willis, Phyllis Wan
2016 C conf
Poisson Process Driven Stochastic Differential Equations for bivariate heavy tailed distributions.
ACC
Shan Lu, Gennady Samorodnitsky, Weibo Gong, Bo Jiang, Jieqi Kang, Don Towsley
2014 J jnl
General inverse problems for regular variation.
J. Appl. Probab.
Ewa Damek, Thomas Mikosch, Jan Rosinski, Gennady Samorodnitsky
2013 J jnl
Fractional Moments of Solutions to Stochastic Recurrence Equations.
J. Appl. Probab.
Thomas Mikosch, Gennady Samorodnitsky, Laleh Tafakori
2013 — conf
Sign Cauchy Projections and Chi-Square Kernel.
NIPS
Ping Li, Gennady Samorodnitsky, John E. Hopcroft
2013 J jnl
Sign Stable Projections, Sign Cauchy Projections and Chi-Square Kernels.
CoRR
Ping Li, Gennady Samorodnitsky, John E. Hopcroft
2007 J jnl
Scaling Limits for Cumulative Input Processes.
Math. Oper. Res.
Thomas Mikosch, Gennady Samorodnitsky
2006 J jnl
Long Range Dependence.
Found. Trends Stoch. Syst.
Gennady Samorodnitsky
2006 J jnl
Modeling teletraffic arrivals by a Poisson cluster process.
Queueing Syst. Theory Appl.
Gilles Faÿ, Bárbara González-Arévalo, Thomas Mikosch, Gennady Samorodnitsky
2005 J jnl
Limit Behavior of Fluid Queues and Networks.
Oper. Res.
Bernardo D'Auria, Gennady Samorodnitsky
2004 J jnl
Variable heavy tails in Internet traffic.
Perform. Evaluation
Félix Hernández-Campos, J. S. Marron, Gennady Samorodnitsky, F. Donelson Smith
2002 B conf
Variable Heavy Tailed Durations in Internet Traffic, Part I: Understanding Heavy Tails.
MASCOTS
Félix Hernández-Campos, J. S. Marron, F. Donelson Smith, Gennady Samorodnitsky
2001 J jnl
Optimal and Near-Optimal (
RAIRO Oper. Res.
Robin O. Roundy, Gennady Samorodnitsky
1999 J jnl
Activity Periods of an Infinite Server Queue and Performance of Certain Heavy Tailed Fluid Queues.
Queueing Syst. Theory Appl.
Sidney Resnick, Gennady Samorodnitsky
1998 J jnl
Heavy Tails and Long Range Dependence in On/Off Processes and Associated Fluid Models.
Math. Oper. Res.
David Heath, Sidney Resnick, Gennady Samorodnitsky
1997 J jnl
Performance Decay in a Single Server Exponential Queueing Model with Long Range Dependence.
Oper. Res.
Sidney Resnick, Gennady Samorodnitsky
1982 J jnl
An efficient mixture method.
Oper. Res. Lett.
Gennady Samorodnitsky, Ishay Weissman, Reuven Y. Rubinstein