An efficient mixture method. - Gennady Samorodnitsky; Ishay Weissman; Reuven Y. Rubinstein (Oper. Res. Lett., 1982)

Performance Decay in a Single Server Exponential Queueing Model with Long Range Dependence. - Sidney Resnick; Gennady Samorodnitsky (Oper. Res., 1997)

Heavy Tails and Long Range Dependence in On/Off Processes and Associated Fluid Models. - David Heath; Sidney Resnick; Gennady Samorodnitsky (Math. Oper. Res., 1998)

Activity Periods of an Infinite Server Queue and Performance of Certain Heavy Tailed Fluid Queues. - Sidney Resnick; Gennady Samorodnitsky (Queueing Syst. Theory Appl., 1999)

Optimal and Near-Optimal ( s, S) Inventory Policies for Levy Demand Processes. - Robin O. Roundy; Gennady Samorodnitsky (RAIRO Oper. Res., 2001)

Variable Heavy Tailed Durations in Internet Traffic, Part I: Understanding Heavy Tails. - Félix Hernández-Campos; J. S. Marron; F. Donelson Smith; Gennady Samorodnitsky (MASCOTS, 2002)

Variable heavy tails in Internet traffic. - Félix Hernández-Campos; J. S. Marron; Gennady Samorodnitsky; F. Donelson Smith (Perform. Evaluation, 2004)

Limit Behavior of Fluid Queues and Networks. - Bernardo D'Auria; Gennady Samorodnitsky (Oper. Res., 2005)

Long Range Dependence. - Gennady Samorodnitsky (Found. Trends Stoch. Syst., 2006)

Modeling teletraffic arrivals by a Poisson cluster process. - Gilles Faÿ; Bárbara González-Arévalo; Thomas Mikosch; Gennady Samorodnitsky (Queueing Syst. Theory Appl., 2006)

Scaling Limits for Cumulative Input Processes. - Thomas Mikosch; Gennady Samorodnitsky (Math. Oper. Res., 2007)

Sign Cauchy Projections and Chi-Square Kernel. - Ping Li 001; Gennady Samorodnitsky; John E. Hopcroft (NIPS, 2013)

Sign Stable Projections, Sign Cauchy Projections and Chi-Square Kernels. - Ping Li 001; Gennady Samorodnitsky; John E. Hopcroft (CoRR, 2013)

Fractional Moments of Solutions to Stochastic Recurrence Equations. - Thomas Mikosch; Gennady Samorodnitsky; Laleh Tafakori (J. Appl. Probab., 2013)

General inverse problems for regular variation. - Ewa Damek; Thomas Mikosch; Jan Rosinski; Gennady Samorodnitsky (J. Appl. Probab., 2014)

Poisson Process Driven Stochastic Differential Equations for bivariate heavy tailed distributions. - Shan Lu 002; Gennady Samorodnitsky; Weibo Gong; Bo Jiang 003; Jieqi Kang; Don Towsley (ACC, 2016)

Nonstandard regular variation of in-degree and out-degree in the preferential attachment model. - Gennady Samorodnitsky; Sidney Resnick; Don Towsley; Richard Davis; Amy Willis; Phyllis Wan (J. Appl. Probab., 2016)

Contact distribution in a thinned Boolean model with power-law radii. - Yinghua Dong; Gennady Samorodnitsky (J. Appl. Probab., 2017)

Epidemic threshold and lifetime distribution for information diffusion on simultaneously growing networks. - Emily M. Fischer; Souvik Ghosh; Gennady Samorodnitsky (ASONAM, 2019)

Consistent Sampling Through Extremal Process. - Ping Li 001; Xiaoyun Li; Gennady Samorodnitsky; Weijie Zhao 001 (WWW, 2021)

℘-MinHash Algorithm for Continuous Probability Measures: Theory and Application to Machine Learning. - Ping Li 001; Xiaoyun Li; Gennady Samorodnitsky (CIKM, 2022)

Minimax M-estimation under Adversarial Contamination. - Sujay Bhatt; Guanhua Fang; Ping Li 001; Gennady Samorodnitsky (ICML, 2022)

Nearly Optimal Catoni's M-estimator for Infinite Variance. - Sujay Bhatt; Guanhua Fang; Ping Li 001; Gennady Samorodnitsky (ICML, 2022)

Regret Analysis for RL using Renewal Bandit Feedback. - Sujay Bhatt; Guanhua Fang; Ping Li 001; Gennady Samorodnitsky (ITW, 2022)

Catoni-style Confidence Sequences under Infinite Variance. - Sujay Bhatt; Guanhua Fang; Ping Li 001; Gennady Samorodnitsky (CoRR, 2022)

On Penalization in Stochastic Multi-armed Bandits. - Guanhua Fang; Ping Li; Gennady Samorodnitsky (CoRR, 2022)

Kernel PCA for multivariate extremes. - Marco Avella-Medina; Richard A. Davis; Gennady Samorodnitsky (CoRR, 2022)

Adaptive Privacy Composition for Accuracy-first Mechanisms. - Ryan M. Rogers; Gennady Samorodnitsky; Zhiwei Steven Wu; Aaditya Ramdas (NeurIPS, 2023)

A Cover Time Study of a non-Markovian Algorithm. - Guanhua Fang; Gennady Samorodnitsky; Zhiqiang Xu (CoRR, 2023)

Epsilon*: Privacy Metric for Machine Learning Models. - 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 (CoRR, 2023)

Empirical Risk Minimization for Losses without Variance. - Guanhua Fang; Ping Li; Gennady Samorodnitsky (CoRR, 2023)

Extreme Bandits Using Robust Statistics. - Sujay Bhatt; Ping Li 001; Gennady Samorodnitsky (IEEE Trans. Inf. Theory, 2023)

Large deviations for subcomplex counts and Betti numbers in multiparameter simplicial complexes. - Gennady Samorodnitsky; Takashi Owada (Random Struct. Algorithms, 2023)

Generalized Pareto GAN: Generating Extremes of Distributions. - Jun Li; Dingcheng Li; Ping Li; Gennady Samorodnitsky (IJCNN, 2024)

Spectral learning of multivariate extremes. - Marco Avella Medina; Richard A. Davis; Gennady Samorodnitsky (J. Mach. Learn. Res., 2024)

Detection of small holes by the scale-invariant robust density-aware distance (RDAD) filtration. - Chunyin Siu; Gennady Samorodnitsky; Christina Lee Yu; Andrey Yao (J. Appl. Comput. Topol., 2024)

On Penalization in Stochastic Multi-Armed Bandits. - Guanhua Fang; Ping Li 001; Gennady Samorodnitsky (IEEE Trans. Inf. Theory, 2025)

Likelihood Inference for Possibly Nonstationary Processes via Adaptive Overdifferencing. - Maryclare Griffin; Gennady Samorodnitsky; David S. Matteson (Technometrics, 2025)