Ambrus Tamás

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Binary Classification

Top Venues

IEEE Control. Syst. Lett.

Publications

Ambrus Tamás, Szabolcs Szentpéteri, Balázs Csanád Csáji
Data-Driven Confidence Intervals with Optimal Rates for the Mean of Heavy-Tailed Distributions. AISTATS (2024)
Ambrus Tamás, Szabolcs Szentpéteri, Balázs Csanád Csáji
Data-Driven Upper Confidence Bounds with Near-Optimal Regret for Heavy-Tailed Bandits. CoRR (2024)
Ambrus Tamás, Dániel Ágoston Bálint, Balázs Csanád Csáji
Robust Independence Tests with Finite Sample Guarantees for Synchronous Stochastic Linear Systems. CoRR (2023)
Ambrus Tamás, Balázs Csanád Csáji
Recursive Estimation of Conditional Kernel Mean Embeddings. CoRR (2023)
Ambrus Tamás, Balázs Csanád Csáji
Distribution-Free Inference for the Regression Function of Binary Classification. CoRR (2023)
Ambrus Tamás, Dániel Ágoston Bálint, Balázs Csanád Csáji
Robust Independence Tests With Finite Sample Guarantees for Synchronous Stochastic Linear Systems. IEEE Control. Syst. Lett. 7 (2023)
Balázs Csanád Csáji, László Györfi, Ambrus Tamás
On rate-optimal classification from non-private and from private data. CoRR (2023)
Ambrus Tamás, Balázs Csanád Csáji
Exact Distribution-Free Hypothesis Tests for the Regression Function of Binary Classification via Conditional Kernel Mean Embeddings. IEEE Control. Syst. Lett. 6 (2022)
Ambrus Tamás, Balázs Csanád Csáji
Exact Distribution-Free Hypothesis Tests for the Regression Function of Binary Classification via Conditional Kernel Mean Embeddings. CoRR (2021)
Balázs Csanád Csáji, Ambrus Tamás
Semi-Parametric Uncertainty Bounds for Binary Classification. CDC (2019)
Balázs Csanád Csáji, Ambrus Tamás
Semi-Parametric Uncertainty Bounds for Binary Classification. CoRR (2019)