6 citations · 15 across the 9 of their papers we have counts for
12 papers
Structure and Reduction of MCTS for Explainable-AI
Ronit Bustin, Claudia V. Goldman
Complex sequential decision-making planning problems, covering infinite states' space have been shown to be solvable by AlphaZero type of algorithms. Such an approach that trains a…
On lossy Compression of Directed Graphs
Ronit Bustin, Ofer Shayevitz
The method of types presented by Csiszar and Korner is a central tool used to develop and analyze the basic properties and constraints on sequences of data over finite alphabets. A…
An Elementary Proof of a Classical Information-Theoretic Formula
Xianming Liu, Ronit Bustin, Guangyue Han +1
A renowned information-theoretic formula by Shannon expresses the mutual information rate of a white Gaussian channel with a stationary Gaussian input as an integral of a simple fu…
Comment on the Equality Condition for the I-MMSE Proof of Entropy Power Inequality
Alex Dytso, Ronit Bustin, H. Vincent Poor +1
The paper establishes the equality condition in the I-MMSE proof of the entropy power inequality (EPI). This is done by establishing an exact expression for the deficit between the…
On the Minimum Mean -th Error in Gaussian Noise Channels and its Applications
Alex Dytso, Ronit Bustin, Daniela Tuninetti +3
The problem of estimating an arbitrary random vector from its observation corrupted by additive white Gaussian noise, where the cost function is taken to be the Minimum Mean -th…
On Communication through a Gaussian Channel with an MMSE Disturbance Constraint
Alex Dytso, Ronit Bustin, Daniela Tuninetti +3
This paper considers a Gaussian channel with one transmitter and two receivers. The goal is to maximize the communication rate at the intended/primary receiver subject to a disturb…