Szabolcs Szentpéteri

PhD student, SZTAKI

Joined

May 2024

Names

Szabolcs Szentpéteri (Preferred)

Emails

****@sztaki.hu (Confirmed)

Personal Links

Career & Education History

PhD student

SZTAKI (sztaki.hun-ren.hu)

2020 – Present

Advisors, Relations & Conflicts

Coauthor

Present

PhD Advisor

2020 – Present

Expertise

bandit algorithms

Present

Publications

Sample complexity of the Sign-Perturbed Sums method
Szabolcs Szentpéteri, Balázs Csanád Csáji
- Autom. 2025
- Readers: Everyone
Data-Driven Upper Confidence Bounds with Near-Optimal Regret for Heavy-Tailed Bandits
Ambrus Tamás, Szabolcs Szentpéteri, Balázs Csanád Csáji
- AISTATS 2025
- Readers: Everyone
Finite Sample Analysis of Distribution-Free Confidence Ellipsoids for Linear Regression
Szabolcs Szentpéteri, Balázs Csanád Csáji
- IEEE Trans. Signal Process. 2025
- Readers: Everyone
Data-Driven Upper Confidence Bounds with Near-Optimal Regret for Heavy-Tailed Bandits
Ambrus Tamás, Szabolcs Szentpéteri, Balázs Csáji
- AISTATS 2025 Poster
- Readers: Everyone
Data-Driven Confidence Intervals with Optimal Rates for the Mean of Heavy-Tailed Distributions
Ambrus Tamás, Szabolcs Szentpéteri, Balázs Csanád Csáji
- AISTATS 2024
- Readers: Everyone
Finite-Sample Identification of Linear Regression Models With Residual-Permuted Sums
Szabolcs Szentpéteri, Balázs Csanád Csáji
- IEEE Control. Syst. Lett. 2024
- Readers: Everyone
Non-asymptotic state-space identification of closed-loop stochastic linear systems using instrumental variables
Szabolcs Szentpéteri, Balázs Csanád Csáji
- Syst. Control. Lett. 2023
- Readers: Everyone

Co-Authors