83 citations · 166 across the 6 of their papers we have counts for
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stat.ML2024★ 3 cited
Sample Complexity of the Sign-Perturbed Sums Identification Method: Scalar Case
Szabolcs Szentpéteri, Balázs Csanád Csáji
Sign-Perturbed Sum (SPS) is a powerful finite-sample system identification algorithm which can construct confidence regions for the true data generating system with exact coverage…
stat.ML2024★ 2 cited
Improving Kernel-Based Nonasymptotic Simultaneous Confidence Bands
Balázs Csanád Csáji, Bálint Horváth
The paper studies the problem of constructing nonparametric simultaneous confidence bands with nonasymptotic and distribition-free guarantees. The target function is assumed to be…