Gennady Samorodnitsky

According to our database, Gennady Samorodnitsky authored at least 36 papers between 1982 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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., October, 2024

Spectral learning of multivariate extremes.

Marco Avella Medina, Richard A. Davis, Gennady Samorodnitsky

J. Mach. Learn. Res., 2024

Generalized Pareto GAN: Generating Extremes of Distributions.

Jun Li, Dingcheng Li, Ping Li, Gennady Samorodnitsky

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Large deviations for subcomplex counts and Betti numbers in multiparameter simplicial complexes.

Gennady Samorodnitsky, Takashi Owada

Random Struct. Algorithms, September, 2023

Extreme Bandits Using Robust Statistics.

Sujay Bhatt, Ping Li, Gennady Samorodnitsky

IEEE Trans. Inf. Theory, March, 2023

Empirical Risk Minimization for Losses without Variance.

Guanhua Fang, Ping Li, Gennady Samorodnitsky

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

A Cover Time Study of a non-Markovian Algorithm.

Guanhua Fang, Gennady Samorodnitsky, Zhiqiang Xu

CoRR, 2023

Adaptive Privacy Composition for Accuracy-first Mechanisms.

Ryan M. Rogers, Gennady Samorodnitsky, Zhiwei Steven Wu, Aaditya Ramdas

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Kernel PCA for multivariate extremes.

Marco Avella-Medina, Richard A. Davis, Gennady Samorodnitsky

CoRR, 2022

On Penalization in Stochastic Multi-armed Bandits.

Guanhua Fang, Ping Li, Gennady Samorodnitsky

CoRR, 2022

Catoni-style Confidence Sequences under Infinite Variance.

Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky

CoRR, 2022

Regret Analysis for RL using Renewal Bandit Feedback.

Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky

Proceedings of the IEEE Information Theory Workshop, 2022

Nearly Optimal Catoni's M-estimator for Infinite Variance.

Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky

Proceedings of the International Conference on Machine Learning, 2022

Minimax M-estimation under Adversarial Contamination.

Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky

Proceedings of the International Conference on Machine Learning, 2022

℘-MinHash Algorithm for Continuous Probability Measures: Theory and Application to Machine Learning.

Ping Li, Xiaoyun Li, Gennady Samorodnitsky

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Consistent Sampling Through Extremal Process.

Ping Li, Xiaoyun Li, Gennady Samorodnitsky, Weijie Zhao

Proceedings of the WWW '21: The Web Conference 2021, 2021

2019

Epidemic threshold and lifetime distribution for information diffusion on simultaneously growing networks.

Emily M. Fischer, Souvik Ghosh, Gennady Samorodnitsky

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2017

Contact distribution in a thinned Boolean model with power-law radii.

Yinghua Dong, Gennady Samorodnitsky

J. Appl. Probab., 2017

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

Poisson Process Driven Stochastic Differential Equations for bivariate heavy tailed distributions.

Shan Lu, Gennady Samorodnitsky, Weibo Gong, Bo Jiang, Jieqi Kang, Don Towsley

Proceedings of the 2016 American Control Conference, 2016

2014

General inverse problems for regular variation.

Ewa Damek, Thomas Mikosch, Jan Rosinski, Gennady Samorodnitsky

J. Appl. Probab., 2014

2013

Fractional Moments of Solutions to Stochastic Recurrence Equations.

Thomas Mikosch, Gennady Samorodnitsky, Laleh Tafakori

J. Appl. Probab., 2013

Sign Stable Projections, Sign Cauchy Projections and Chi-Square Kernels.

Ping Li, Gennady Samorodnitsky, John E. Hopcroft

CoRR, 2013

Sign Cauchy Projections and Chi-Square Kernel.

Ping Li, Gennady Samorodnitsky, John E. Hopcroft

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2007

Scaling Limits for Cumulative Input Processes.

Thomas Mikosch, Gennady Samorodnitsky

Math. Oper. Res., 2007

2006

Modeling teletraffic arrivals by a Poisson cluster process.

Gilles Faÿ, Bárbara González-Arévalo, Thomas Mikosch, Gennady Samorodnitsky

Queueing Syst. Theory Appl., 2006

Long Range Dependence.

Gennady Samorodnitsky

Found. Trends Stoch. Syst., 2006

2005

Limit Behavior of Fluid Queues and Networks.

Bernardo D'Auria, Gennady Samorodnitsky

Oper. Res., 2005

2004

Variable heavy tails in Internet traffic.

Félix Hernández-Campos, J. S. Marron, Gennady Samorodnitsky, F. Donelson Smith

Perform. Evaluation, 2004

2002

Variable Heavy Tailed Durations in Internet Traffic, Part I: Understanding Heavy Tails.

Félix Hernández-Campos, J. S. Marron, F. Donelson Smith, Gennady Samorodnitsky

Proceedings of the 10th International Workshop on Modeling, 2002

2001

Optimal and Near-Optimal ( <i>s, S</i>) Inventory Policies for Levy Demand Processes.

Robin O. Roundy, Gennady Samorodnitsky

RAIRO Oper. Res., 2001

1999

Activity Periods of an Infinite Server Queue and Performance of Certain Heavy Tailed Fluid Queues.

Sidney Resnick, Gennady Samorodnitsky

Queueing Syst. Theory Appl., 1999

1998

Heavy Tails and Long Range Dependence in On/Off Processes and Associated Fluid Models.

David Heath, Sidney Resnick, Gennady Samorodnitsky

Math. Oper. Res., 1998

1997

Performance Decay in a Single Server Exponential Queueing Model with Long Range Dependence.

Sidney Resnick, Gennady Samorodnitsky

Oper. Res., 1997

1982

An efficient mixture method.

Gennady Samorodnitsky, Ishay Weissman, Reuven Y. Rubinstein

Oper. Res. Lett., 1982