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08/14/2023
A Unifying Generator Loss Function for Generative Adversarial Networks
A unifying α-parametrized generator loss function is introduced for a du...
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05/31/2023
Optimized Constellation Design for Two User Binary Sensor Networks Using NOMA
Data Fusion of wireless sensors is a common technique employed in many c...
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03/14/2023
On Decoder Ties for the Binary Symmetric Channel with Arbitrarily Distributed Input
The error probability of block codes sent under a non-uniform input dist...
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02/15/2023
Evaluating Trade-offs in Computer Vision Between Attribute Privacy, Fairness and Utility
This paper investigates to what degree and magnitude tradeoffs exist bet...
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08/15/2022
Rényi Cross-Entropy Measures for Common Distributions and Processes with Memory
Two Rényi-type generalizations of the Shannon cross-entropy, the Rényi c...
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06/28/2022
On the Rényi Cross-Entropy
The Rényi cross-entropy measure between two distributions, a generalizat...
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06/20/2022
Achieving Utility, Fairness, and Compactness via Tunable Information Bottleneck Measures
Designing machine learning algorithms that are accurate yet fair, not di...
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03/09/2022
Renyi Fair Information Bottleneck for Image Classification
We develop a novel method for ensuring fairness in machine learning whic...
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01/29/2021
An Information Bottleneck Problem with Rényi's Entropy
This paper considers an information bottleneck problem with the objectiv...
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10/01/2020
A Finite Memory Interacting Pólya Contagion Network and its Approximating Dynamical Systems
We introduce a new model for contagion spread using a network of interac...
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07/07/2020
Tightness of the Asymptotic Generalized Poor-Verdú Error Bound for the Memoryless Symmetric Channel
The generalized Poor-Verdú error lower bound for multihypothesis testing...
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06/26/2020
Two-Way Source-Channel Coding
We propose an adaptive lossy joint source-channel coding (JSCC) scheme f...
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06/03/2020
Rényi Generative Adversarial Networks
We propose a loss function for generative adversarial networks (GANs) us...
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04/08/2020
A Simple Capacity Outer Bound for Two-Way Channels and Capacity Approximation Results
Channel symmetry properties that imply the tightness of Shannon's random...
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02/25/2020
Unsupervised Semantic Attribute Discovery and Control in Generative Models
This work focuses on the ability to control via latent space factors sem...
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01/08/2020
Adaptive Coding for Two-Way Lossy Source-Channel Communication
An adaptive joint source-channel coding (JSCC) scheme is presented for t...
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01/05/2020
The Asymptotic Generalized Poor-Verdu Bound Achieves the BSC Error Exponent at Zero Rate
The generalized Poor-Verdu error lower bound for multihypothesis testing...
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07/24/2019
Infection-Curing Games over Polya Contagion Networks
We investigate infection-curing games on a network epidemics model based...
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07/16/2019
Scalar Quantizer Design for Two-Way Channels
The problem of lossy transmission of correlated sources over memoryless ...
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04/02/2019
Capacity of Generalized Discrete-Memoryless Push-to-Talk Two-Way Channels
In this report, we generalize Shannon's push-to-talk two-way channel (PT...
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01/06/2019
Joint Source-Channel Coding for the Transmission of Correlated Sources over Two-Way Channels
A joint source-channel coding (JSCC) scheme based on hybrid digital/anal...
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07/09/2018
Capacity of Two-Way Channels with Symmetry Properties
In this paper, we make use of channel symmetry properties to determine t...
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05/05/2018
Lossy Transmission of Correlated Sources over Two-Way Channels
Achievability and converse results for the lossy transmission of correla...
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01/10/2018
On the Noise-Information Separation of a Private Principal Component Analysis Scheme
In a survey disclosure model, we consider an additive noise privacy mech...
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01/09/2018
Sufficient Conditions for the Tightness of Shannon's Capacity Bounds for Two-Way Channels
New sufficient conditions for determining in closed form the capacity re...
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11/07/2015