9 citations · 19 across the 9 of their papers we have counts for
9 papers
Universal Rate-Distortion-Classification Representations for Lossy Compression
Nam Nguyen, Thuan Nguyen, Thinh Nguyen +1
In lossy compression, Wang et al. [1] recently introduced the rate-distortion-perception-classification function, which supports multi-task learning by jointly optimizing perceptua…
On Symbol Error Probability-based Beamforming in MIMO Gaussian Wiretap Channels
Nam Nguyen, An Vuong, Thuan Nguyen +1
This paper investigates beamforming schemes designed to minimize the symbol error probability (SEP) for an authorized user while guaranteeing that the likelihood of an eavesdropper…
Bounded Guaranteed Algorithms for Concave Impurity Minimization Via Maximum Likelihood
Thuan Nguyen, Hoang Le, Thinh Nguyen
Partitioning algorithms play a key role in many scientific and engineering disciplines. A partitioning algorithm divides a set into a number of disjoint subsets or partitions. Ofte…
Optimal quantizer structure for binary discrete input continuous output channels under an arbitrary quantized-output constraint
Thuan Nguyen, Thinh Nguyen
Given a channel having binary input X = (x_1, x_2) having the probability distribution p_X = (p_{x_1}, p_{x_2}) that is corrupted by a continuous noise to produce a continuous outp…
On Bounds and Closed Form Expressions for Capacities of Discrete Memoryless Channels with Invertible Positive Matrices
Thuan Nguyen, Thinh Nguyen
While capacities of discrete memoryless channels are well studied, it is still not possible to obtain a closed-form expression for the capacity of an arbitrary discrete memoryless…
Communication-Channel Optimized Partition
Thuan Nguyen, Thinh Nguyen
Given an original discrete source X with the distribution p_X that is corrupted by noise to produce the noisy data Y with the given joint distribution p(X, Y). A quantizer/classifi…