Semi-Parametric Uncertainty Bounds for Binary Classification BC Csáji, A Tamás 2019 IEEE 58th Conference on Decision and Control (CDC), 4427-4432, 2019 | 10 | 2019 |
Exact Distribution-Free Hypothesis Tests for the Regression Function of Binary Classification via Conditional Kernel Mean Embeddings A Tamás, BC Csáji IEEE Control Systems Letters 6, 860-865, 2021 | 7 | 2021 |
Robust Independence Tests with Finite Sample Guarantees for Synchronous Stochastic Linear Systems A Tamás, DÁ Bálint, BC Csáji IEEE Control Systems Letters 7, 2701-2706, 2023 | 3 | 2023 |
Data-Driven Confidence Intervals with Optimal Rates for the Mean of Heavy-Tailed Distributions A Tamás, S Szentpéteri, B Csáji International Conference on Artificial Intelligence and Statistics, 3439-3447, 2024 | 1 | 2024 |
Distribution-Free Inference for the Regression Function of Binary Classification A Tamás, BC Csáji arXiv preprint arXiv:2308.01835, 2023 | 1 | 2023 |
Recursive Estimation of Conditional Kernel Mean Embeddings A Tamás, BC Csáji arXiv preprint arXiv:2302.05955, 2023 | 1 | 2023 |
Sztochasztikus garanciák bináris klasszifikációhoz A Tamás, BC Csáji ALKALMAZOTT MATEMATIKAI LAPOK 37 (2), 365-379, 2020 | 1 | 2020 |
Egzakt, véges mintás, sztochasztikus garanciák gépi tanulási módszerekhez A Tamás Scientia et Securitas 4 (4), 302-311, 2024 | | 2024 |
Data-Driven Upper Confidence Bounds with Near-Optimal Regret for Heavy-Tailed Bandits A Tamás, S Szentpéteri, BC Csáji arXiv preprint arXiv:2406.05710, 2024 | | 2024 |
Recursive Estimation of Conditional Kernel Mean Embeddings A Tamás, BC Csáji Journal of Machine Learning Research 25 (264), 1-35, 2024 | | 2024 |
On rate-optimal classification from non-private and from private data BC Csáji, L Györfi, A Tamás arXiv preprint arXiv:2312.14889, 2023 | | 2023 |
On rate-optimal classification from non-private and from private data B Csanád Csáji, L Györfi, A Tamás arXiv e-prints, arXiv: 2312.14889, 2023 | | 2023 |