Tamás Linder

collaborators

2 papers

math.ST2024

Distribution-free tests for lossless feature selection in classification and regression

LÃ¡szlÃ³ GyÃ¶rfi, TamÃ¡s Linder, Harro Walk

We study the problem of lossless feature selection for a $d$ -dimensional feature vector $X = (X^{(1)}, \dots, X^{(d)})$ and label $Y$ for binary classification as well as nonparametri…

cs.IT2024

Reinforcement Learning for Near-Optimal Design of Zero-Delay Codes for Markov Sources

Liam Cregg, Tamas Linder, Serdar Yuksel

In the classical lossy source coding problem, one encodes long blocks of source symbols that enables the distortion to approach the ultimate Shannon limit. Such a block-coding appr…