Gennady Samorodnitsky
Cornell University
H-index: 43
North America-United States
Top articles of Gennady Samorodnitsky
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A new shape of extremal clusters for certain stationary semi-exponential processes with moderate long range dependence | Bernoulli | Zao-Li Chen Gennady Samrodnitsky | 2024/5 |
Detection of small holes by the scale-invariant robust density-aware distance (RDAD) filtration | Journal of Applied and Computational Topology | Chunyin Siu Gennady Samorodnitsky Christina Lee Yu Andrey Yao | 2024/3/29 |
Adaptive privacy composition for accuracy-first mechanisms | Advances in Neural Information Processing Systems | Ryan M Rogers Gennady Samorodnitsk Steven Z Wu Aaditya Ramdas | 2024/2/13 |
The Many Holes of Preferential Attachment--Asymptotics of the Expected Betti Numbers of Preferential Attachment Clique Complexes | arXiv preprint arXiv:2305.11259 | Chunyin Siu Gennady Samorodnitsky Christina Lee Yu Rongyi He | 2023/5/18 |
Empirical Risk Minimization for Losses without Variance | arXiv preprint arXiv:2309.03818 | Guanhua Fang Ping Li Gennady Samorodnitsky | 2023/9/7 |
Clustering of large deviations in moving average processes: The long memory regime | Stochastic Processes and their Applications | Arijit Chakrabarty Gennady Samorodnitsky | 2023/6/22 |
Large deviations for subcomplex counts and Betti numbers in multiparameter simplicial complexes | Random Structures & Algorithms | Gennady Samorodnitsky Takashi Owada | 2023/9 |
Limit theorems for high-dimensional Betti numbers in the multiparameter random simplicial complexes | arXiv preprint arXiv:2308.16314 | Takashi Owed Gennady Samorodnitsky | 2023/8/30 |
A Cover Time Study of a non-Markovian Algorithm | arXiv preprint arXiv:2306.04902 | Guanhua Fang Gennady Samorodnitsky Zhiqiang Xu | 2023/6/8 |
Handling missing extremes in tail estimation | Extremes | Hui Xu Richard Davis Gennady Samorodnitsky | 2022/6 |
COVID-19 cases and deaths in the United States follow Taylor’s law for heavy-tailed distributions with infinite variance | Proceedings of the National Academy of Sciences | Joel E Cohen Richard A Davis Gennady Samorodnitsky | 2022/9/20 |
Kernel PCA for multivariate extremes | arXiv preprint arXiv:2211.13172 | Marco Avella-Medina Richard A Davis Gennady Samorodnitsky | 2022/11/23 |
Extremal clustering under moderate long range dependence and moderately heavy tails | Stochastic Processes and their Applications | Zaoli Chen Gennady Samorodnitsky | 2022/3/1 |
Catoni-style confidence sequences under infinite variance | arXiv preprint arXiv:2208.03185 | Sujay Bhatt Guanhua Fang Ping Li Gennady Samorodnitsky | 2022/8/5 |
On Penalization in Stochastic Multi-armed Bandits | arXiv preprint arXiv:2211.08311 | Guanhua Fang Ping Li Gennady Samorodnitsky | 2022/11/15 |
Cauchy, normal and correlations versus heavy tails | Statistics & Probability Letters | Hui Xu Joel E Cohen Richard A Davis Gennady Samorodnitsky | 2022/7/1 |
Regret Analysis for RL using Renewal Bandit Feedback | Sujay Bhatt Guanhua Fang Ping Li Gennady Samorodnitsky | 2022/11/1 | |
Nearly optimal catoni’s m-estimator for infinite variance | Sujay Bhatt Guanhua Fang Ping Li Gennady Samorodnitsky | 2022/6/28 | |
℘-MinHash Algorithm for Continuous Probability Measures: Theory and Application to Machine Learning | Ping Li Xiaoyun Li Gennady Samorodnitsky | 2022/10/17 | |
Minimax m-estimation under adversarial contamination | Sujay Bhatt Guanhua Fang Ping Li Gennady Samorodnitsky | 2022/6/28 |
