Szabolcs Szentpéteri

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 7

Top Topics

Linear Regression Models

Sample Complexity

Confidence Bounds

Top Venues

IEEE Control. Syst. Lett.

Syst. Control. Lett.

Publications

Szabolcs Szentpéteri, Balázs Csanád Csáji
Finite-Sample Identification of Linear Regression Models with Residual-Permuted Sums. CoRR (2024)
Szabolcs Szentpéteri, Balázs Csanád Csáji
Finite-Sample Identification of Linear Regression Models With Residual-Permuted Sums. IEEE Control. Syst. Lett. 8 (2024)
Szabolcs Szentpéteri, Balázs Csanád Csáji
Sample Complexity of the Sign-Perturbed Sums Identification Method: Scalar Case. CoRR (2024)
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)
Szabolcs Szentpéteri, Balázs Csanád Csáji
Non-Asymptotic State-Space Identification of Closed-Loop Stochastic Linear Systems using Instrumental Variables. CoRR (2023)
Szabolcs Szentpéteri, Balázs Csanád Csáji
Non-asymptotic state-space identification of closed-loop stochastic linear systems using instrumental variables. Syst. Control. Lett. 178 (2023)