120 citations · 137 across the 6 of their papers we have counts for
7 papers
A Dimensionality Reduction Method for Finding Least Favorable Priors with a Focus on Bregman Divergence
Alex Dytso, Mario Goldenbaum, H. Vincent Poor +1
A common way of characterizing minimax estimators in point estimation is by moving the problem into the Bayesian estimation domain and finding a least favorable prior distribution.…
Upper and Lower Bounds on the Capacity of Amplitude-Constrained MIMO Channels
Alex Dytso, Mario Goldenbaum, Shlomo Shamai +1
In this work, novel upper and lower bounds for the capacity of channels with arbitrary constraints on the support of the channel input symbols are derived. As an immediate practica…
On Secure Computation Over the Binary Modulo-2 Adder Multiple-Access Wiretap Channel
Mario Goldenbaum, Holger Boche, H. Vincent Poor
In this paper, the problem of securely computing a function over the binary modulo-2 adder multiple-access wiretap channel is considered. The problem involves a legitimate receiver…
Energy-Efficient Classification for Anomaly Detection: The Wireless Channel as a Helper
Kiril Ralinovski, Mario Goldenbaum, Sławomir Stańczak
Anomaly detection has various applications including condition monitoring and fault diagnosis. The objective is to sense the environment, learn the normal system state, and then pe…
Nomographic Functions: Efficient Computation in Clustered Gaussian Sensor Networks
Mario Goldenbaum, Holger Boche, Sławomir Stańczak
In this paper, a clustered wireless sensor network is considered that is modeled as a set of coupled Gaussian multiple-access channels. The objective of the network is not to recon…
Exploiting Interference for Efficient Distributed Computation in Cluster-based Wireless Sensor Networks
Steffen Limmer, Slawomir Stanczak, Mario Goldenbaum +1
This invited paper presents some novel ideas on how to enhance the performance of consensus algorithms in distributed wireless sensor networks, when communication costs are conside…
Robust Analog Function Computation via Wireless Multiple-Access Channels
Mario Goldenbaum, Sławomir Stańczak
Various wireless sensor network applications involve the computation of a pre-defined function of the measurements without the need for reconstructing each individual sensor readin…