Fady Alajaji

Orcid: 0000-0002-7980-724X

According to our database1, Fady Alajaji authored at least 166 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A Unifying Generator Loss Function for Generative Adversarial Networks.
Entropy, April, 2024

Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi Measures.
IEEE Trans. Inf. Forensics Secur., 2024

Generating preferential attachment graphs via a Pólya urn with expanding colors.
Netw. Sci., 2024

Optimal Binary Signaling for a Two Sensor Gaussian MAC Network.
CoRR, 2024

Optimized Distributed Detection over a Two Sensor Binary Gaussian MAC Network.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2024

Near-Optimality of Finite-Memory Codes and Reinforcement Learning for Zero-Delay Coding of Markov Sources.
Proceedings of the American Control Conference, 2024

2023
On Decoder Ties for the Binary Symmetric Channel with Arbitrarily Distributed Input.
Entropy, April, 2023

Optimized Constellation Design for Two User Binary Sensor Networks Using NOMA.
CoRR, 2023

Evaluating Trade-offs in Computer Vision Between Attribute Privacy, Fairness and Utility.
CoRR, 2023

Capacity of Finite-State Two-Way Channels.
Proceedings of the IEEE International Symposium on Information Theory, 2023

Reinforcement Learning for Zero-Delay Coding Over a Noisy Channel with Feedback.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022
Decoder Ties Do Not Affect the Error Exponent of the Memoryless Binary Symmetric Channel.
IEEE Trans. Inf. Theory, 2022

A Finite Memory Interacting Pólya Contagion Network and Its Approximating Dynamical Systems.
SIAM J. Control. Optim., 2022

Initialization and Curing Policies for Pólya Contagion Networks.
SIAM J. Control. Optim., 2022

TARA: Training and Representation Alteration for AI Fairness and Domain Generalization.
Neural Comput., 2022

Rényi Cross-Entropy Measures for Common Distributions and Processes with Memory.
Entropy, 2022

Consensus Using a Network of Finite Memory Pólya Urns.
IEEE Control. Syst. Lett., 2022

Achieving Utility, Fairness, and Compactness via Tunable Information Bottleneck Measures.
CoRR, 2022

Modeling Network Contagion Via Interacting Finite Memory Pólya Urns.
Proceedings of the IEEE International Symposium on Information Theory, 2022

On the Rényi Cross-Entropy.
Proceedings of the 17th Canadian Workshop on Information Theory, 2022

Rényi Fair Information Bottleneck for Image Classification.
Proceedings of the 17th Canadian Workshop on Information Theory, 2022

2021
Two-Way Source-Channel Coding.
IEEE Trans. Inf. Theory, 2021

Unsupervised Discovery, Control, and Disentanglement of Semantic Attributes With Applications to Anomaly Detection.
Neural Comput., 2021

Least kth-Order and Rényi Generative Adversarial Networks.
Neural Comput., 2021

An Information Bottleneck Problem with Rényi's Entropy.
Proceedings of the IEEE International Symposium on Information Theory, 2021

2020
Two-Way Gaussian Networks With a Jammer and Decentralized Control.
IEEE Trans. Control. Netw. Syst., 2020

Tightness of the Asymptotic Generalized Poor-Verdú Error Bound for the Memoryless Symmetric Channel.
CoRR, 2020

Rényi Generative Adversarial Networks.
CoRR, 2020

A Simple Capacity Outer Bound for Two-Way Channels and Capacity Approximation Results.
CoRR, 2020

Unsupervised Semantic Attribute Discovery and Control in Generative Models.
CoRR, 2020

A Simple Capacity Outer Bound for Two-Way Channels and Capacity Approximation Results.
Proceedings of the International Symposium on Information Theory and Its Applications, 2020

Adaptive Coding for Two-Way Lossy Source-Channel Communication.
Proceedings of the IEEE International Symposium on Information Theory, 2020

The Asymptotic Generalized Poor-Verdú Bound Achieves the BSC Error Exponent at Zero Rate.
Proceedings of the IEEE International Symposium on Information Theory, 2020

2019
Curing Epidemics on Networks Using a Polya Contagion Model.
IEEE/ACM Trans. Netw., 2019

Capacity of Two-Way Channels With Symmetry Properties.
IEEE Trans. Inf. Theory, 2019

Capacity of Burst Noise-Erasure Channels With and Without Feedback and Input Cost.
IEEE Trans. Inf. Theory, 2019

Estimation Efficiency Under Privacy Constraints.
IEEE Trans. Inf. Theory, 2019

Linear programming bounds on the union probability.
Commun. Stat. Simul. Comput., 2019

Joint Source-Channel Coding for the Transmission of Correlated Sources over Two-Way Channels.
Proceedings of the IEEE International Symposium on Information Theory, 2019

Capacity of Generalized Discrete-Memoryless Push-to-Talk Two-Way Channels.
Proceedings of the 16th Canadian Workshop on Information Theory, 2019

Scalar Quantizer Design for Two-Way Channels.
Proceedings of the 16th Canadian Workshop on Information Theory, 2019

Infection-Curing Games over Polya Contagion Networks.
Proceedings of the 16th Canadian Workshop on Information Theory, 2019

2018
A Polya Contagion Model for Networks.
IEEE Trans. Control. Netw. Syst., 2018

An Efficient Tree Search Algorithm for the Free Distance of Variable-Length Error-Correcting Codes.
IEEE Commun. Lett., 2018

On the Noise-Information Separation of a Private Principal Component Analysis Scheme.
CoRR, 2018

Optimized Signaling of Binary Correlated Sources Over Gaussian Multiple Access Channels.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Sufficient Conditions for the Tightness of Shannon's Capacity Bounds for Two-Way Channels.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Two-Way Gaussian Channels with an Intelligent Jammer.
Proceedings of the 2018 Annual American Control Conference, 2018

Curing with the Network Polya Contagion Model.
Proceedings of the 2018 Annual American Control Conference, 2018

2017
Optimal Joint Decoding of Correlated Data Over Orthogonal Multiple-Access Channels With Memory.
IEEE Trans. Veh. Technol., 2017

A Short Survey on Bounding the Union Probability using Partial Information.
CoRR, 2017

Optimized Signaling of Binary Correlated Sources over GMACs.
CoRR, 2017

Lossy transmission of correlated sources over two-way channels.
Proceedings of the 2017 IEEE Information Theory Workshop, 2017

On the capacity of burst noise-erasure channels with and without feedback.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Privacy-aware guessing efficiency.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

A Polya urn-based model for epidemics on networks.
Proceedings of the 2017 American Control Conference, 2017

2016
LDPC Decoding Over Nonbinary Queue-Based Burst Noise Channels.
IEEE Trans. Veh. Technol., 2016

Source-Interference Recovery Over Broadcast Channels: Asymptotic Bounds and Analog Codes.
IEEE Trans. Commun., 2016

Lower Bounds on the Probability of a Finite Union of Events.
SIAM J. Discret. Math., 2016

Information Extraction Under Privacy Constraints.
Inf., 2016

Adaptation is useless for two discrete additive-noise two-way channels.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Privacy-aware MMSE estimation.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Almost Perfect Privacy for Additive Gaussian Privacy Filters.
Proceedings of the Information Theoretic Security - 9th International Conference, 2016

2015
Binary Signaling of Correlated Sources Over Orthogonal Multiple-Access Channels.
IEEE Wirel. Commun. Lett., 2015

On the Equivalence Between Maximum Likelihood and Minimum Distance Decoding for Binary Contagion and Queue-Based Channels With Memory.
IEEE Trans. Commun., 2015

Compressed Sensing with Non-Gaussian Noise and Partial Support Information.
IEEE Signal Process. Lett., 2015

Analog coding for Gaussian source and state interference estimation.
Proceedings of the 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015

On bounding the union probability.
Proceedings of the IEEE International Symposium on Information Theory, 2015

On maximal correlation, mutual information and data privacy.
Proceedings of the 14th IEEE Canadian Workshop on Information Theory, 2015

Lossless secure source coding: Yamamoto's setting.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014
Low-Latency Source-Channel Coding for Fading Channels with Correlated Interference.
IEEE Wirel. Commun. Lett., 2014

Source-Channel Coding for Fading Channels With Correlated Interference.
IEEE Trans. Commun., 2014

Low-Delay Joint Source-Channel Mappings for the Gaussian MAC.
IEEE Commun. Lett., 2014

MAP Decoding of Correlated Sources over Soft-Decision Orthogonal Multiple Access Fading Channels with Memory.
Proceedings of the IEEE 80th Vehicular Technology Conference, 2014

Power-constrained low-complexity coding of compressed sensing measurements.
Proceedings of the 2014 IEEE 15th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2014

New bounds on the probability of a finite union of events.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Notes on information-theoretic privacy.
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013
MAP Detection and Robust Lossy Coding Over Soft-Decision Correlated Fading Channels.
IEEE Trans. Veh. Technol., 2013

Memoryless Multiple Access Channel With Asymmetric Noisy State Information at the Encoders.
IEEE Trans. Inf. Theory, 2013

On the Design of Variable-Length Error-Correcting Codes.
IEEE Trans. Commun., 2013

Rényi divergence measures for commonly used univariate continuous distributions.
Inf. Sci., 2013

Hybrid digital-analog coding for interference broadcast channels.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Low and high-delay source-channel coding with bandwidth expansion and correlated interference.
Proceedings of the 13th Canadian Workshop on Information Theory, 2013

When are maximum likelihood and minimum distance decoding equivalent for binary contagion channels?
Proceedings of the 13th Canadian Workshop on Information Theory, 2013

An achievability proof for the lossy coding of Markov sources with feed-forward.
Proceedings of the 13th Canadian Workshop on Information Theory, 2013

2012
A Generalized Poor-Verdú Error Bound for Multihypothesis Testing.
IEEE Trans. Inf. Theory, 2012

A Discrete Queue-Based Model for Capturing Memory and Soft-Decision Information in Correlated Fading Channels.
IEEE Trans. Commun., 2012

Compressed Sensing With Nonlinear Analog Mapping in a Noisy Environment.
IEEE Signal Process. Lett., 2012

On the Multiple Access Channel with Asymmetric Noisy State Information at the Encoders
CoRR, 2012

Multiple access channel with various degrees of asymmetric state information.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

MAP decoding of quantized sources over soft-decision fading channels with memory.
Proceedings of IEEE International Conference on Communications, 2012

2011
Feedback Capacity of a Class of Symmetric Finite-State Markov Channels.
IEEE Trans. Inf. Theory, 2011

On the Performance of Hybrid Digital-Analog Coding for Broadcasting Correlated Gaussian Sources.
IEEE Trans. Commun., 2011

A Generalized Poor-Verdu Error Bound for Multihypothesis Testing and the Channel Reliability Function
CoRR, 2011

A Discrete Queue-Based Model for Soft-Decision Demodulated Correlated Fading Channels.
Proceedings of the 73rd IEEE Vehicular Technology Conference, 2011

On the construction and MAP decoding of optimal variable-length error-correcting codes.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Compressed sensing with Shannon-Kotel'nikov mapping in the presence of noise.
Proceedings of the 19th European Signal Processing Conference, 2011

On the capacity of memoryless finite-state multiple access channels with asymmetric noisy state information at the encoders.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010
On Symbol Versus Bit Interleaving for Block-Coded Binary Markov Channels.
IEEE Trans. Veh. Technol., 2010

On the optimal performance in asymmetric gaussian wireless sensor networks with fading.
IEEE Trans. Signal Process., 2010

Inner and Outer Bounds for the Public Information Embedding Capacity Region Under Multiple Access Attacks
CoRR, 2010

2009
Packet-Based Modeling of Reed-Solomon Block-Coded Correlated Fading Channels Via a Markov Finite Queue Model.
IEEE Trans. Veh. Technol., 2009

Random-coding lower bounds for the error exponent of joint quantization and watermarking systems.
IEEE Trans. Inf. Theory, 2009

Error Exponents for Asymmetric Two-User Discrete Memoryless Source-Channel Coding Systems.
IEEE Trans. Inf. Theory, 2009

Joint Source-Channel Coding Excess Distortion Exponent for Some Memoryless Continuous-Alphabet Systems.
IEEE Trans. Inf. Theory, 2009

Hybrid digital-analog coding with bandwidth compression for gaussian source-channel pairs.
IEEE Trans. Commun., 2009

MAP decoding for multi-antenna systems with non-uniform sources: exact pairwise error probability and applications.
IEEE Trans. Commun., 2009

On decoding binary perfect and quasi-perfect codes over markov noise channels.
IEEE Trans. Commun., 2009

COVQ for MAP hard-decision demodulated channels.
IEEE Commun. Lett., 2009

Hybrid digital-analog joint source-channel coding for broadcasting correlated Gaussian sources.
Proceedings of the IEEE International Symposium on Information Theory, 2009

A Discrete Channel Model for Capturing Memory and Soft-Decision Information: A Capacity Study.
Proceedings of IEEE International Conference on Communications, 2009

2008
A Model for Correlated Rician Fading Channels Based on a Finite Queue.
IEEE Trans. Veh. Technol., 2008

LP Decoding for Joint Source-Channel Codes and for the Non-Ergodic Polya Channel.
IEEE Commun. Lett., 2008

On the public information embedding capacity region under multiple access attacks.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

On the optimal power-distortion region for asymmetric Gaussian sensor networks with fading.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

2007
A Binary Communication Channel With Memory Based on a Finite Queue.
IEEE Trans. Inf. Theory, 2007

Joint Source-Channel Coding Error Exponent for Discrete Communication Systems With Markovian Memory.
IEEE Trans. Inf. Theory, 2007

An Efficient Algorithmic Lower Bound for the Error Rate of Linear Block Codes.
IEEE Trans. Commun., 2007

Error Exponents for Asymmetric Two-User Discrete Memoryless Source-Channel Systems.
Proceedings of the IEEE International Symposium on Information Theory, 2007

A Sufficient Condition for Private Information Hiding of Two Correlated Sources Under Multiple Access Attacks.
Proceedings of the IEEE International Symposium on Information Theory, 2007

2006
Joint source-channel turbo coding for binary Markov sources.
IEEE Trans. Wirel. Commun., 2006

Channel-Optimized Quantization With Soft-Decision Demodulation for Space-Time Orthogonal Block-Coded Channels.
IEEE Trans. Signal Process., 2006

On the joint source-channel coding error exponent for discrete memoryless systems.
IEEE Trans. Inf. Theory, 2006

Hybrid Digital-Analog Source-Channel Coding for Bandwidth Compression/Expansion.
IEEE Trans. Inf. Theory, 2006

On the Joint Source-Channel Coding Error Exponent for Discrete Memoryless Systems: Computation and Comparison with Separate Coding
CoRR, 2006

On the Excess Distortion Exponent for Memoryless Gaussian Source-Channel Pairs.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

2005
Image transmission over the polya channel via channel-optimized quantization.
IEEE Trans. Signal Process., 2005

Error analysis for nonuniform signaling over Rayleigh fading channels.
IEEE Trans. Commun., 2005

Design of sample adaptive product quantizers for noisy channels.
IEEE Trans. Commun., 2005

Tight error bounds for space-time orthogonal block codes under slow Rayleigh flat fading.
IEEE Trans. Commun., 2005

On the joint source-channel coding error exponent for systems with memory.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

Design of VQ-Based Hybrid Digital-Analog Joint Source-Channel Codes for Image Communication.
Proceedings of the 2005 Data Compression Conference (DCC 2005), 2005

2004
The Kullback-Leibler divergence rate between Markov sources.
IEEE Trans. Inf. Theory, 2004

Csiszár's cutoff rates for the general hypothesis testing problem.
IEEE Trans. Inf. Theory, 2004

Transmission of nonuniform memoryless sources via nonsystematic turbo codes.
IEEE Trans. Commun., 2004

An approximation of the Gilbert-Elliott channel via a queue-based channel model.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

On the computation of the joint source-channel error exponent for memoryless system.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

2003
Constellation mappings for two-dimensional signaling of nonuniform sources.
IEEE Trans. Commun., 2003

Performance analysis of MAP decoded space-time orthogonal block codes for non-uniform sources.
Proceedings of the Proceedings 2003 IEEE Information Theory Workshop, 2003

2002
Design and performance of VQ-based hybrid digital-analog joint source-channel codes.
IEEE Trans. Inf. Theory, 2002

A note on the Poor-Verdú upper bound for the channel reliability function.
IEEE Trans. Inf. Theory, 2002

Turbo codes for nonuniform memoryless sources over noisy channels.
IEEE Commun. Lett., 2002

Progressive Image Communication over Binary Channels with Additive Bursty Noise.
Proceedings of the 2002 Data Compression Conference (DCC 2002), 2002

2001
Rényi's divergence and entropy rates for finite alphabet Markov sources.
IEEE Trans. Inf. Theory, 2001

Csiszár's cutoff rates for arbitrary discrete sources.
IEEE Trans. Inf. Theory, 2001

Soft-decision COVQ for turbo-coded AWGN and Rayleigh fading channels.
IEEE Commun. Lett., 2001

2000
Tight error bounds for nonuniform signaling over AWGN channels.
IEEE Trans. Inf. Theory, 2000

The capacity-cost function of discrete additive noise channels with and without feedback.
IEEE Trans. Inf. Theory, 2000

Soft-decision demodulation design for COVQ over white, colored, and ISI Gaussian channels.
IEEE Trans. Commun., 2000

A lower bound on the probability of a finite union of events.
Discret. Math., 2000

1999
Optimistic Shannon coding theorems for arbitrary single-user systems.
IEEE Trans. Inf. Theory, 1999

Image segmentation and labeling using the Polya urn model.
IEEE Trans. Image Process., 1999

Visual communication via trellis coding and transmission energy allocation.
IEEE Trans. Commun., 1999

1998
A Rate-Distortion Theorem for Arbitrary Discrete Sources.
IEEE Trans. Inf. Theory, 1998

An error resilient scheme for image transmission over noisy channels with memory.
IEEE Trans. Image Process., 1998

Soft-decision COVQ for Rayleigh-fading channels.
IEEE Commun. Lett., 1998

Contagion-Based Image Segmentation and Labeling.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

1997
Quantization of memoryless and Gauss-Markov sources over binary Markov channels.
IEEE Trans. Commun., 1997

1996
Detection of binary Markov sources over channels with additive Markov noise.
IEEE Trans. Inf. Theory, 1996

Channel codes that exploit the residual redundancy in CELP-encoded speech.
IEEE Trans. Speech Audio Process., 1996

MAP decoding of gray-level images over binary channels with memory.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995
Feedback does not increase the capacity of discrete channels with additive noise.
IEEE Trans. Inf. Theory, 1995

Image modeling and restoration through contagion urn schemes.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1994
New Results on the Analysis of Discrete Communication Channels with Memory.
PhD thesis, 1994

A communication channel molded on contagion.
IEEE Trans. Inf. Theory, 1994

The performance of focused error control codes.
IEEE Trans. Commun., 1994


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