83 citations · 166 across the 6 of their papers we have counts for
6 papers
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…
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…
On Rate-Optimal Partitioning Classification from Observable and from Privatised Data
Balázs Csanád Csáji, László Györfi, Ambrus Tamás +1
In this paper we revisit the classical method of partitioning classification and prove novel convergence rates under relaxed conditions, both for observable (non-privatised) and fo…
Wireless Multi-Sensor Networks for Smart Cities: A Prototype System with Statistical Data Analysis
Balázs Csanád Csáji, Zsolt Kemény, Gianfranco Pedone +2
As urbanization proceeds at an astonishing rate, cities have to continuously improve their solutions that affect the safety, health and overall wellbeing of their residents. Smart…
Cooperative Control in Production and Logistics
László Monostori, Paul Valckenaers, Alexandre Dolgui +3
Classical applications of control engineering and information and communication technology (ICT) in production and logistics are often done in a rigid, centralized and hierarchical…
Adaptive Stochastic Resource Control: A Machine Learning Approach
Balázs Csanád Csáji, László Monostori
The paper investigates stochastic resource allocation problems with scarce, reusable resources and non-preemtive, time-dependent, interconnected tasks. This approach is a natural g…