Seuraa
Geoffrey Wolfer
Geoffrey Wolfer
RIKEN AIP
Vahvistettu sähköpostiosoite verkkotunnuksessa riken.jp - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
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
76*2019
Estimating the Mixing Time of Ergodic Markov Chains
G Wolfer, A Kontorovich
Conference on Learning Theory (COLT'19) 99, 3120--3159, 2019
372019
Minimax Learning of Ergodic Markov Chains
G Wolfer, A Kontorovich
Algorithmic Learning Theory (ALT'19) 98, 903--929, 2019
262019
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
172020
Statistical Estimation of Ergodic Markov Chain Kernel over Discrete State Space
G Wolfer, A Kontorovich
Bernoulli 27 (1), 532--553, 2021
102021
Mixing Time Estimation in Ergodic Markov Chains from a Single Trajectory with Contraction Methods
G Wolfer
Algorithmic Learning Theory (ALT'20), 890-905, 2020
102020
Learning Discrete Distributions with Infinite Support
D Cohen, A Kontorovich, G Wolfer
Conference on Neural Information Processing Systems (NeurIPS'20), 2020
92020
Identity Testing of Reversible Markov Chains
S Fried, G Wolfer
Int. Conf. on Artificial Intelligence and Statistics (AISTATS'22), 2022
62022
On the -lazy Version of Markov Chains in Estimation and Testing Problems
S Fried, G Wolfer
arXiv preprint arXiv:2105.09536, 2021
42021
Information Geometry of Reversible Markov Chains
G Wolfer, S Watanabe
Information Geometry 4 (2), 393–433, 2021
42021
Improved Estimation of Relaxation Time in Non-reversible Markov Chains
G Wolfer, A Kontorovich
To appear in Annals of Applied Probability, 2023
12023
Variance-Aware Estimation of Kernel Mean Embedding
G Wolfer, P Alquier
arXiv preprint arXiv:2210.06672, 2022
12022
Empirical and Instance-Dependent Estimation of Markov Chain and Mixing Time
G Wolfer
arXiv preprint arXiv:1912.06845, 2022
12022
Geometric Aspects of Data-Processing of Markov Chains
G Wolfer, S Watanabe
arXiv preprint arXiv:2203.04575, 2022
12022
Dimension-Free Empirical Entropy Estimation
D Cohen, A Kontorovich, A Koolyk, G Wolfer
Conference on Neural Information Processing Systems (NeurIPS'21), 2021
12021
Systematic Approaches to Generate Reversiblizations of Non-Reversible Markov Chains
MCH Choi, G Wolfer
arXiv preprint arXiv:2303.03650, 2023
2023
A Geometric Reduction Approach for Identity Testing of Reversible Markov Chains
G Wolfer, S Watanabe
arXiv preprint arXiv:2302.08059, 2023
2023
The Exponential Family of Reversible Markov Kernels (可逆マルコフ核の指数型族)
G Wolfer, S Watanabe
情報理論とその応用シンポジウム予稿集 (SITA'21) 44, 2021
2021
Minimax Inference in Markov Chain from a Single Finite Trajectory
G Wolfer
Ben-Gurion University of the Negev, 2020
2020
Järjestelmä ei voi suorittaa toimenpidettä nyt. Yritä myöhemmin uudelleen.
Artikkelit 1–19