| Mixing Time Estimation in Reversible Markov Chains from a Single Sample Path D Hsu, A Kontorovich, D Levin, Y Peres, C Szepesvári, G Wolfer The Annals of Applied Probability 29 (4), 2439--2480, 2019 | 98* | 2019 |
| Estimating the Mixing Time of Ergodic Markov Chains G Wolfer, A Kontorovich Conference on Learning Theory (COLT'19) 99, 3120--3159, 2019 | 52 | 2019 |
| Minimax Learning of Ergodic Markov Chains G Wolfer, A Kontorovich Algorithmic Learning Theory (ALT'19) 98, 903--929, 2019 | 42 | 2019 |
| Statistical Estimation of Ergodic Markov Chain Kernel over Discrete State Space G Wolfer, A Kontorovich Bernoulli 27 (1), 532--553, 2021 | 29 | 2021 |
| Minimax Testing of Identity to a Reference Ergodic Markov Chain G Wolfer, A Kontorovich Int. Conf. on Artificial Intelligence and Statistics (AISTATS'20) 108, 191--201, 2020 | 26 | 2020 |
| Learning Discrete Distributions with Infinite Support D Cohen, A Kontorovich, G Wolfer Conference on Neural Information Processing Systems (NeurIPS'20), 2020 | 19 | 2020 |
| Mixing Time Estimation in Ergodic Markov Chains from a Single Trajectory with Contraction Methods G Wolfer Algorithmic Learning Theory (ALT'20), 890-905, 2020 | 18 | 2020 |
| Information Geometry of Reversible Markov Chains G Wolfer, S Watanabe Information Geometry 4 (2), 393–433, 2021 | 17 | 2021 |
| Identity Testing of Reversible Markov Chains S Fried, G Wolfer Int. Conf. on Artificial Intelligence and Statistics (AISTATS'22), 2022 | 15 | 2022 |
| Improved Estimation of Relaxation Time in Nonreversible Markov Chains G Wolfer, A Kontorovich The Annals of Applied Probability 34 (1A), 249-276, 2024 | 8 | 2024 |
| Geometric Aspects of Data-Processing of Markov Chains G Wolfer, S Watanabe Transactions of Mathematics and its Applications 8 (1), 2024 | 5 | 2024 |
| Information Geometry of Markov Kernels: a Survey G Wolfer, S Watanabe Frontiers in Physics 11, 1195562, 2023 | 5 | 2023 |
| Systematic Approaches to Generate Reversiblizations of Markov Chains MCH Choi, G Wolfer IEEE Transactions on Information Theory 70 (5), 3145-3161, 2024 | 4 | 2024 |
| Dimension-Free Empirical Entropy Estimation D Cohen, A Kontorovich, A Koolyk, G Wolfer Conference on Neural Information Processing Systems (NeurIPS'21), 2021 | 4 | 2021 |
| Empirical and Instance-Dependent Estimation of Markov Chain and Mixing Time G Wolfer Scandinavian Journal of Statistics 51 (2), 557–589, 2024 | 3 | 2024 |
| Geometric Reduction for Identity Testing of Reversible Markov Chains G Wolfer, S Watanabe International Conference on Geometric Science of Information, 328-337, 2023 | 3* | 2023 |
| Optimistic Estimation of Convergence in Markov Chains with the Average-Mixing Time G Wolfer, P Alquier arXiv preprint arXiv:2402.10506, 2024 | 2 | 2024 |
| Learning and Identity Testing of Markov Chains G Wolfer, A Kontorovich Handbook Of Statistics, 2023 | 2 | 2023 |
| Variance-Aware Estimation of Kernel Mean Embedding G Wolfer, P Alquier arXiv preprint arXiv:2210.06672, 2022 | 2 | 2022 |
| On the -lazy Version of Markov Chains in Estimation and Testing Problems S Fried, G Wolfer ISIT'21 (Recent Results Session), 2021 | 2 | 2021 |
Aryeh KontorovichProfessor of Computer Science at Ben-Gurion UniversityVerifierad e-postadress på cs.bgu.ac.il