69 citations · 176 across the 37 of their papers we have counts for
48 papers
Variable Rate Lossy Source-Channel Coding over Channels with Feedback
Timothy Liu, Fady Alajaji, Tamás Linder
A variable-rate lossy joint source-channel coding scheme for burst-noise communication channels with noiseless feedback is introduced. The scheme comprises a multi-stage channel op…
Lossless Transformations and Excess Risk Bounds in Statistical Inference
László Györfi, Tamás Linder, Harro Walk
We study the excess minimum risk in statistical inference, defined as the difference between the minimum expected loss in estimating a random variable from an observed feature vect…
Logarithmic Regret in Adaptive Control of Noisy Linear Quadratic Regulator Systems Using Hints
Mohammad Akbari, Bahman Gharesifard, Tamas Linder
The problem of regret minimization for online adaptive control of linear-quadratic systems is studied. In this problem, the true system transition parameters (matrices and )…
Rényi Cross-Entropy Measures for Common Distributions and Processes with Memory
Ferenc Cole Thierrin, Fady Alajaji, Tamás Linder
Two Rényi-type generalizations of the Shannon cross-entropy, the Rényi cross-entropy and the Natural Rényi cross-entropy, were recently used as loss functions for the improved desi…
On the Rényi Cross-Entropy
Ferenc Cole Thierrin, Fady Alajaji, Tamás Linder
The Rényi cross-entropy measure between two distributions, a generalization of the Shannon cross-entropy, was recently used as a loss function for the improved design of deep learn…
An Asymptotically Optimal Two-Part Fixed-Rate Coding Scheme for Networked Control with Unbounded Noise
Jonathan Keeler, Tamás Linder, Serdar Yüksel
It is known that under fixed-rate information constraints, adaptive quantizers can be used to stabilize an open-loop-unstable linear system on driven by unbounded no…