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ORCIDGennady Samorodnitsky
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2020 – today
- 2024
[j18]Chunyin Siu, Gennady Samorodnitsky, Christina Lee Yu, Andrey Yao:
Detection of small holes by the scale-invariant robust density-aware distance (RDAD) filtration. J. Appl. Comput. Topol. 8(6): 1793-1836 (2024)- [j17]Marco Avella Medina, Richard A. Davis, Gennady Samorodnitsky:
Spectral learning of multivariate extremes. J. Mach. Learn. Res. 25: 124:1-124:36 (2024) - [c11]Jun Li, Dingcheng Li, Ping Li, Gennady Samorodnitsky:
Generalized Pareto GAN: Generating Extremes of Distributions. IJCNN 2024: 1-8 - 2023
- [j16]Gennady Samorodnitsky, Takashi Owada:
Large deviations for subcomplex counts and Betti numbers in multiparameter simplicial complexes. Random Struct. Algorithms 63(2): 533-556 (2023) - [j15]Sujay Bhatt, Ping Li
, Gennady Samorodnitsky:
Extreme Bandits Using Robust Statistics. IEEE Trans. Inf. Theory 69(3): 1761-1776 (2023) - [c10]Ryan M. Rogers, Gennady Samorodnitsky, Zhiwei Steven Wu, Aaditya Ramdas:
Adaptive Privacy Composition for Accuracy-first Mechanisms. NeurIPS 2023 - [i11]Guanhua Fang, Gennady Samorodnitsky, Zhiqiang Xu:
A Cover Time Study of a non-Markovian Algorithm. CoRR abs/2306.04902 (2023) - [i10]Ryan Rogers, Gennady Samorodnitsky, Zhiwei Steven Wu, Aaditya Ramdas:
Adaptive Privacy Composition for Accuracy-first Mechanisms. CoRR abs/2306.13824 (2023) - [i9]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 abs/2307.11280 (2023) - [i8]Guanhua Fang, Ping Li, Gennady Samorodnitsky:
Empirical Risk Minimization for Losses without Variance. CoRR abs/2309.03818 (2023) - 2022
- [c9]Ping Li, Xiaoyun Li, Gennady Samorodnitsky:
℘-MinHash Algorithm for Continuous Probability Measures: Theory and Application to Machine Learning. CIKM 2022: 1177-1187 - [c8]Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky:
Minimax M-estimation under Adversarial Contamination. ICML 2022: 1906-1924 - [c7]Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky:
Nearly Optimal Catoni's M-estimator for Infinite Variance. ICML 2022: 1925-1944 - [c6]Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky:
Regret Analysis for RL using Renewal Bandit Feedback. ITW 2022: 137-142 - [i7]Chunyin Siu, Gennady Samorodnitsky, Christina Lee Yu, Andrey Yao:
Detection of Small Holes by the Scale-Invariant Robust Density-Aware Distance (RDAD) Filtration. CoRR abs/2204.07821 (2022) - [i6]Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky:
Catoni-style Confidence Sequences under Infinite Variance. CoRR abs/2208.03185 (2022) - [i5]Guanhua Fang, Ping Li, Gennady Samorodnitsky:
On Penalization in Stochastic Multi-armed Bandits. CoRR abs/2211.08311 (2022) - [i4]Marco Avella-Medina, Richard A. Davis, Gennady Samorodnitsky:
Kernel PCA for multivariate extremes. CoRR abs/2211.13172 (2022) - 2021
- [c5]Ping Li, Xiaoyun Li, Gennady Samorodnitsky, Weijie Zhao:
Consistent Sampling Through Extremal Process. WWW 2021: 1317-1327 - [i3]Sujay Bhatt, Ping Li, Gennady Samorodnitsky:
Extreme Bandits using Robust Statistics. CoRR abs/2109.04433 (2021) - [i2]Marco Avella-Medina, Richard A. Davis, Gennady Samorodnitsky:
Spectral learning of multivariate extremes. CoRR abs/2111.07799 (2021)
2010 – 2019
- 2019
- [c4]Emily M. Fischer, Souvik Ghosh, Gennady Samorodnitsky:
Epidemic threshold and lifetime distribution for information diffusion on simultaneously growing networks. ASONAM 2019: 242-249 - 2017
- [j14]Yinghua Dong, Gennady Samorodnitsky:
Contact distribution in a thinned Boolean model with power-law radii. J. Appl. Probab. 54(3): 670-684 (2017) - 2016
- [j13]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): 146-161 (2016) - [c3]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: 2977-2982 - 2014
- [j12]Ewa Damek, Thomas Mikosch, Jan Rosinski, Gennady Samorodnitsky:
General inverse problems for regular variation. J. Appl. Probab. 51(A): 229-248 (2014) - 2013
- [j11]Thomas Mikosch, Gennady Samorodnitsky, Laleh Tafakori:
Fractional Moments of Solutions to Stochastic Recurrence Equations. J. Appl. Probab. 50(4): 969-982 (2013) - [c2]Ping Li, Gennady Samorodnitsky, John E. Hopcroft:
Sign Cauchy Projections and Chi-Square Kernel. NIPS 2013: 2571-2579 - [i1]Ping Li, Gennady Samorodnitsky, John E. Hopcroft:
Sign Stable Projections, Sign Cauchy Projections and Chi-Square Kernels. CoRR abs/1308.1009 (2013)
2000 – 2009
- 2007
- [j10]Thomas Mikosch, Gennady Samorodnitsky:
Scaling Limits for Cumulative Input Processes. Math. Oper. Res. 32(4): 890-918 (2007) - 2006
- [j9]Gennady Samorodnitsky:
Long Range Dependence. Found. Trends Stoch. Syst. 1(3): 163-257 (2006) - [j8]Gilles Faÿ, Bárbara González-Arévalo, Thomas Mikosch, Gennady Samorodnitsky:
Modeling teletraffic arrivals by a Poisson cluster process. Queueing Syst. Theory Appl. 54(2): 121-140 (2006) - 2005
- [j7]Bernardo D'Auria, Gennady Samorodnitsky:
Limit Behavior of Fluid Queues and Networks. Oper. Res. 53(6): 933-945 (2005) - 2004
- [j6]Félix Hernández-Campos, J. S. Marron, Gennady Samorodnitsky, F. Donelson Smith:
Variable heavy tails in Internet traffic. Perform. Evaluation 58(2-3): 261-284 (2004) - 2002
- [c1]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: 43- - 2001
- [j5]Robin O. Roundy, Gennady Samorodnitsky:
Optimal and Near-Optimal ( s, S) Inventory Policies for Levy Demand Processes. RAIRO Oper. Res. 35(1): 37-70 (2001)
1990 – 1999
- 1999
- [j4]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): 43-71 (1999) - 1998
- [j3]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): 145-165 (1998) - 1997
- [j2]Sidney Resnick, Gennady Samorodnitsky:
Performance Decay in a Single Server Exponential Queueing Model with Long Range Dependence. Oper. Res. 45(2): 235-243 (1997)
1980 – 1989
- 1982
- [j1]Gennady Samorodnitsky, Ishay Weissman, Reuven Y. Rubinstein:
An efficient mixture method. Oper. Res. Lett. 1(5): 198-200 (1982)
Coauthor Index
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