Wojciech Szpankowski
Purdue University
H-index: 52
North America-United States
Top articles of Wojciech Szpankowski
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Oracle-Efficient Hybrid Online Learning with Unknown Distribution | arXiv preprint arXiv:2401.15520 | Changlong Wu Jin Sima Wojciech Szpankowski | 2024/1/27 |
Precise Regularized Minimax Regret with Unbounded Weights | Proceedings of Machine Learning Research vol | Michael Drmota Philippe Jacquet Changlong Wu Wojciech Szpankowski | 2024 |
Efficient Gradient Estimation of Variational Quantum Circuits with Lie Algebraic Symmetries | arXiv preprint arXiv:2404.05108 | Mohsen Heidari Masih Mozakka Wojciech Szpankowski | 2024/4/7 |
On the concentration of the maximum degree in the duplication-divergence models | SIAM Journal on Discrete Mathematics | Alan M Frieze Krzysztof Turowski Wojciech Szpankowski | 2024/3/31 |
Online Distribution Learning with Local Private Constraints | International Conference on Artificial Intelligence and Statistics (AISTATS) | Jin Sima Changlong Wu Olgica Milenkovic Wojciech Szpankowski | 2024/2/1 |
Towards a Unification of Logic and Information Theory | arXiv preprint arXiv:2301.10414 | Luis A Lastras Barry Trager Jonathan Lenchner Wojtek Szpankowski Chai Wah Wu | 2023/1/25 |
Online learning in dynamically changing environments | Changlong Wu Ananth Grama Wojciech Szpankowski | 2023/1/31 | |
Learning functional distributions with private labels | Changlong Wu Yifan Wang Ananth Grama Wojciech Szpankowski | 2023 | |
Regret Bounds for Log-loss via Bayesian Algorithms | IEEE Transactions on Information Theory | Changlong Wu Mohsen Heidari Ananth Grama Wojciech Szpankowski | 2023/5 |
Quantum Shadow Gradient Descent for Quantum Learning | arXiv preprint arXiv:2310.06935 | Mohsen Heidari Mobasshir A Naved Wenbo Xie Arjun Jacob Grama Wojciech Szpankowski | 2023/10/10 |
Agnostic PAC Learning of -juntas Using -Polynomial Regression | Mohsen Heidari Wojciech Szpankowski | 2023/4/11 | |
Analytic Information Theory: From Compression to Learning | Michael Drmota Wojciech Szpankowski | 2023/9/7 | |
Learning k-qubit Quantum Operators via Pauli Decomposition | Mohsen Heidari Wojciech Szpankowski | 2023/4/11 | |
Robust Online Classification: From Estimation to Denoising | arXiv preprint arXiv:2309.01698 | Changlong Wu Ananth Grama Wojciech Szpankowski | 2023/9/4 |
Precise minimax regret for logistic regression | Philippe Jacquet Gil I Shamir Wojciech Szpankowski | 2022/6/26 | |
Regret for Online Regression with General Log-Type Losses | Mohsen Heidari Philippe Jacquet Wojciech Szpankowski | 2022 | |
Statistical and computational thresholds for the planted k-densest sub-hypergraph problem | Luca Corinzia Paolo Penna Wojciech Szpankowski Joachim Buhmann | 2022/5/3 | |
Data-derived weak universal consistency | Journal of Machine Learning Research | Narayana Santhanam Venkatachalam Anantharam Wojciech Szpankowski | 2022 |
Precise regret bounds for log-loss via a truncated bayesian algorithm | Changlong Wu Mohsen Heidari Ananth Grama Wojciech Szpankowski | 2022/5/7 | |
Expected worst case regret via stochastic sequential covering | Transactions on Machine Learning Research (TMLR) | Changlong Wu Mohsen Heidari Ananth Grama Wojciech Szpankowski | 2022/9/9 |
