Fady Alajaji

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 88

Top Venues

CoRR

ISIT

CWIT

IEEE Trans. Inf. Theory

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Justin Veiner, Fady Alajaji, Bahman Gharesifard
A Unifying Generator Loss Function for Generative Adversarial Networks. Entropy 26 (4) (2024)
Luca Sardellitti, Glen Takahara, Fady Alajaji
Optimal Binary Signaling for a Two Sensor Gaussian MAC Network. CoRR (2024)
Somya Singh, Fady Alajaji, Bahman Gharesifard
Generating preferential attachment graphs via a Pólya urn with expanding colors. Netw. Sci. 12 (2) (2024)
Adam Gronowski, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina
Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi Measures. IEEE Trans. Inf. Forensics Secur. 19 (2024)
William Paul, Philip Mathew, Fady Alajaji, Philippe Burlina
Evaluating Trade-offs in Computer Vision Between Attribute Privacy, Fairness and Utility. CoRR (2023)
Luca Sardellitti, Glen Takahara, Fady Alajaji
Optimized Constellation Design for Two User Binary Sensor Networks Using NOMA. CoRR (2023)
Liam Cregg, Fady Alajaji, Serdar Yüksel
Near-Optimality of Finite-Memory Codes and Reinforcement Learning for Zero-Delay Coding of Markov Sources. CoRR (2023)
Ling-Hua Chang, Po-Ning Chen, Fady Alajaji
On Decoder Ties for the Binary Symmetric Channel with Arbitrarily Distributed Input. CoRR (2023)
Justin Veiner, Fady Alajaji, Bahman Gharesifard
A Unifying Generator Loss Function for Generative Adversarial Networks. CoRR (2023)
Ling-Hua Chang, Po-Ning Chen, Fady Alajaji
On Decoder Ties for the Binary Symmetric Channel with Arbitrarily Distributed Input. Entropy 25 (4) (2023)
Jian-Jia Weng, Fady Alajaji, Tamás Linder
Capacity of Finite-State Two-Way Channels. ISIT (2023)
Liam Cregg, Fady Alajaji, Serdar Yüksel
Reinforcement Learning for Zero-Delay Coding Over a Noisy Channel with Feedback. CDC (2023)
Ling-Hua Chang, Po-Ning Chen, Fady Alajaji, Yunghsiang S. Han
Decoder Ties Do Not Affect the Error Exponent of the Memoryless Binary Symmetric Channel. IEEE Trans. Inf. Theory 68 (6) (2022)
Somya Singh, Fady Alajaji, Bahman Gharesifard
A Finite Memory Interacting Pólya Contagion Network and Its Approximating Dynamical Systems. SIAM J. Control. Optim. 60 (2) (2022)
Somya Singh, Fady Alajaji, Bahman Gharesifard
Modeling Network Contagion Via Interacting Finite Memory Pólya Urns. ISIT (2022)
William Paul, Armin Hadzic, Neil Joshi, Fady Alajaji, Philippe Burlina
TARA: Training and Representation Alteration for AI Fairness and Domain Generalization. Neural Comput. 34 (3) (2022)
Adam Gronowski, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina
Rényi Fair Information Bottleneck for Image Classification. CWIT (2022)
Ferenc Cole Thierrin, Fady Alajaji, Tamás Linder
On the Rényi Cross-Entropy. CoRR (2022)
Somya Singh, Fady Alajaji, Bahman Gharesifard
Consensus Using a Network of Finite Memory Pólya Urns. IEEE Control. Syst. Lett. 6 (2022)
Greg Harrington, Fady Alajaji, Bahman Gharesifard
Initialization and Curing Policies for Pólya Contagion Networks. SIAM J. Control. Optim. 60 (2) (2022)
Ferenc Cole Thierrin, Fady Alajaji, Tamás Linder
Rényi Cross-Entropy Measures for Common Distributions and Processes with Memory. Entropy 24 (10) (2022)
Adam Gronowski, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina
Renyi Fair Information Bottleneck for Image Classification. CoRR (2022)
Adam Gronowski, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina
Achieving Utility, Fairness, and Compactness via Tunable Information Bottleneck Measures. CoRR (2022)
Ferenc Cole Thierrin, Fady Alajaji, Tamás Linder
On the Rényi Cross-Entropy. CWIT (2022)
Ferenc Cole Thierrin, Fady Alajaji, Tamás Linder
Rényi Cross-Entropy Measures for Common Distributions and Processes with Memory. CoRR (2022)
William Paul, I-Jeng Wang, Fady Alajaji, Philippe Burlina
Unsupervised Discovery, Control, and Disentanglement of Semantic Attributes With Applications to Anomaly Detection. Neural Comput. 33 (3) (2021)
Jian-Jia Weng, Fady Alajaji, Tamás Linder
Two-Way Source-Channel Coding. IEEE Trans. Inf. Theory 67 (10) (2021)
Jian-Jia Weng, Fady Alajaji, Tamás Linder
An Information Bottleneck Problem with Rényi's Entropy. CoRR (2021)
Jian-Jia Weng, Fady Alajaji, Tamás Linder
An Information Bottleneck Problem with Rényi's Entropy. ISIT (2021)
Himesh Bhatia, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina
Least kth-Order and Rényi Generative Adversarial Networks. Neural Comput. 33 (9) (2021)
Jian-Jian Weng, Fady Alajaji, Tamás Linder
Adaptive Coding for Two-Way Lossy Source-Channel Communication. CoRR (2020)
Somya Singh, Fady Alajaji, Bahman Gharesifard
A Finite Memory Interacting Pólya Contagion Network and its Approximating Dynamical Systems. CoRR (2020)
Jian-Jia Weng, Fady Alajaji, Tamás Linder
Adaptive Coding for Two-Way Lossy Source-Channel Communication. ISIT (2020)
Himesh Bhatia, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina
Rényi Generative Adversarial Networks. CoRR (2020)
Jian-Jian Weng, Fady Alajaji, Tamás Linder
A Simple Capacity Outer Bound for Two-Way Channels and Capacity Approximation Results. CoRR (2020)
Ling-Hua Chang, Po-Ning Chen, Fady Alajaji, Yunghsiang S. Han
The Asymptotic Generalized Poor-Verdú Bound Achieves the BSC Error Exponent at Zero Rate. ISIT (2020)
Jian-Jia Weng, Fady Alajaji, Tamás Linder
Two-Way Source-Channel Coding. CoRR (2020)
Curtis McDonald, Fady Alajaji, Serdar Yüksel
Two-Way Gaussian Networks With a Jammer and Decentralized Control. IEEE Trans. Control. Netw. Syst. 7 (1) (2020)
Greg Harrington, Fady Alajaji, Bahman Gharesifard
Initialization and Curing Policies for Polya Contagion Networks. CoRR (2020)
Ling-Hua Chang, Po-Ning Chen, Fady Alajaji, Yunghsiang S. Han
The Asymptotic Generalized Poor-Verdu Bound Achieves the BSC Error Exponent at Zero Rate. CoRR (2020)
William Paul, I-Jeng Wang, Fady Alajaji, Philippe Burlina
Unsupervised Semantic Attribute Discovery and Control in Generative Models. CoRR (2020)
Jian-Jia Weng, Fady Alajaji, Tamás Linder
A Simple Capacity Outer Bound for Two-Way Channels and Capacity Approximation Results. ISITA (2020)
Ling-Hua Chang, Po-Ning Chen, Fady Alajaji, Yunghsiang S. Han
Tightness of the Asymptotic Generalized Poor-Verdú Error Bound for the Memoryless Symmetric Channel. CoRR (2020)
Saeed Rezazadeh, Fady Alajaji, Wai-Yip Chan
Scalar Quantizer Design for Two-Way Channels. CoRR (2019)
Jian-Jia Weng, Fady Alajaji, Tamás Linder
Capacity of Generalized Discrete-Memoryless Push-to-Talk Two-Way Channels. CoRR (2019)
Shahab Asoodeh, Mario Díaz, Fady Alajaji, Tamás Linder
Estimation Efficiency Under Privacy Constraints. IEEE Trans. Inf. Theory 65 (3) (2019)
Greg Harrington, Fady Alajaji, Bahman Gharesifard
Infection-Curing Games over Polya Contagion Networks. CoRR (2019)
Jian-Jian Weng, Fady Alajaji, Tamás Linder
Joint Source-Channel Coding for the Transmission of Correlated Sources over Two-Way Channels. ISIT (2019)
Saeed Rezazadeh, Fady Alajaji, Wai-Yip Chan
Scalar Quantizer Design for Two-Way Channels. CWIT (2019)
Lin Song, Fady Alajaji, Tamás Linder
Capacity of Burst Noise-Erasure Channels With and Without Feedback and Input Cost. IEEE Trans. Inf. Theory 65 (1) (2019)
Jian-Jian Weng, Fady Alajaji, Tamás Linder
Joint Source-Channel Coding for the Transmission of Correlated Sources over Two-Way Channels. CoRR (2019)
Mikhail Hayhoe, Fady Alajaji, Bahman Gharesifard
Curing Epidemics on Networks Using a Polya Contagion Model. IEEE/ACM Trans. Netw. 27 (5) (2019)
Greg Harrington, Fady Alajaji, Bahman Gharesifard
Infection-Curing Games over Polya Contagion Networks. CWIT (2019)
Jian-Jia Weng, Lin Song, Fady Alajaji, Tamás Linder
Capacity of Two-Way Channels With Symmetry Properties. IEEE Trans. Inf. Theory 65 (10) (2019)
Jian-Jia Weng, Fady Alajaji, Tamás Linder
Capacity of Generalized Discrete-Memoryless Push-to-Talk Two-Way Channels. CWIT (2019)
Jun Yang, Fady Alajaji, Glen Takahara
Linear programming bounds on the union probability. Commun. Stat. Simul. Comput. 48 (9) (2019)
Jian-Jia Weng, Fady Alajaji, Tamás Linder, Lin Song
Sufficient Conditions for the Tightness of Shannon's Capacity Bounds for Two-Way Channels. ISIT (2018)
Mikhail Hayhoe, Fady Alajaji, Bahman Gharesifard
A Polya Contagion Model for Networks. IEEE Trans. Control. Netw. Syst. 5 (4) (2018)
Chun Huang, Ting-Yi Wu, Po-Ning Chen, Fady Alajaji, Yunghsiang S. Han
An Efficient Tree Search Algorithm for the Free Distance of Variable-Length Error-Correcting Codes. IEEE Commun. Lett. 22 (3) (2018)
Mikhail Hayhoe, Fady Alajaji, Bahman Gharesifard
Curing with the Network Polya Contagion Model. ACC (2018)
Jian-Jia Weng, Fady Alajaji, Tamás Linder
Lossy Transmission of Correlated Sources over Two-Way Channels. CoRR (2018)
Jian-Jia Weng, Fady Alajaji, Tamás Linder
Optimized Signaling of Binary Correlated Sources Over Gaussian Multiple Access Channels. VTC Fall (2018)
Mario Díaz, Shahab Asoodeh, Fady Alajaji, Tamás Linder, Serban Teodor Belinschi, James A. Mingo
On the Noise-Information Separation of a Private Principal Component Analysis Scheme. CoRR (2018)
Jian-Jia Weng, Lin Song, Fady Alajaji, Tamás Linder
Capacity of Two-Way Channels with Symmetry Properties. CoRR (2018)
Curtis McDonald, Fady Alajaji, Serdar Yüksel
Two-Way Gaussian Channels with an Intelligent Jammer. ACC (2018)
Jian-Jia Weng, Lin Song, Fady Alajaji, Tamás Linder
Sufficient Conditions for the Tightness of Shannon's Capacity Bounds for Two-Way Channels. CoRR (2018)
Jian-Jia Weng, Fady Alajaji, Tamás Linder
Optimized Signaling of Binary Correlated Sources over GMACs. CoRR (2017)
Lin Song, Fady Alajaji, Tamás Linder
Capacity of Burst Noise-Erasure Channels With and Without Feedback and Input Cost. CoRR (2017)
Shahab Asoodeh, Mario Díaz, Fady Alajaji, Tamás Linder
Privacy-aware guessing efficiency. ISIT (2017)
Shahab Asoodeh, Mario Díaz, Fady Alajaji, Tamás Linder
Estimation Efficiency Under Privacy Constraints. CoRR (2017)
Lin Song, Fady Alajaji, Tamás Linder
On the capacity of burst noise-erasure channels with and without feedback. ISIT (2017)
Jun Yang, Fady Alajaji, Glen Takahara
A Short Survey on Bounding the Union Probability using Partial Information. CoRR (2017)
Mikhail Hayhoe, Fady Alajaji, Bahman Gharesifard
A Polya Contagion Model for Networks. CoRR (2017)
Mikhail Hayhoe, Fady Alajaji, Bahman Gharesifard
Curing Epidemics on Networks using a Polya Contagion Model. CoRR (2017)
Mikhail Hayhoe, Fady Alajaji, Bahman Gharesifard
A Polya urn-based model for epidemics on networks. ACC (2017)
Shahab Asoodeh, Mario Díaz, Fady Alajaji, Tamás Linder
Privacy-Aware Guessing Efficiency. CoRR (2017)
Seyed Parsa Beheshti, Fady Alajaji, Tamás Linder
Optimal Joint Decoding of Correlated Data Over Orthogonal Multiple-Access Channels With Memory. IEEE Trans. Veh. Technol. 66 (1) (2017)
Jian-Jia Weng, Fady Alajaji, Tamás Linder
Lossy transmission of correlated sources over two-way channels. ITW (2017)
Jun Yang, Fady Alajaji, Glen Takahara
Lower Bounds on the Probability of a Finite Union of Events. SIAM J. Discret. Math. 30 (3) (2016)
Lin Song, Fady Alajaji, Tamás Linder
Adaptation is useless for two discrete additive-noise two-way channels. ISIT (2016)
Ahmad Abou Saleh, Fady Alajaji, Wai-Yip Chan
Source-Interference Recovery Over Broadcast Channels: Asymptotic Bounds and Analog Codes. IEEE Trans. Commun. 64 (8) (2016)
Lin Song, Fady Alajaji, Tamás Linder
Adaptation is Useless for Two Discrete Additive-Noise Two-Way Channels. CoRR (2016)
Shahab Asoodeh, Fady Alajaji, Tamás Linder
Almost Perfect Privacy for Additive Gaussian Privacy Filters. CoRR (2016)
Pedro Melo, Cecilio Pimentel, Fady Alajaji
LDPC Decoding Over Nonbinary Queue-Based Burst Noise Channels. IEEE Trans. Veh. Technol. 65 (1) (2016)
Shahab Asoodeh, Fady Alajaji, Tamás Linder
Privacy-Aware MMSE Estimation. CoRR (2016)
Shahab Asoodeh, Fady Alajaji, Tamás Linder
Almost Perfect Privacy for Additive Gaussian Privacy Filters. ICITS (2016)
Shahab Asoodeh, Mario Díaz, Fady Alajaji, Tamás Linder
Information Extraction Under Privacy Constraints. Inf. 7 (1) (2016)
Shahab Asoodeh, Fady Alajaji, Tamás Linder
Privacy-aware MMSE estimation. ISIT (2016)
Shahab Asoodeh, Fady Alajaji, Tamás Linder
Lossless Secure Source Coding: Yamamoto's Setting. CoRR (2015)
Jun Yang, Fady Alajaji, Glen Takahara
On bounding the union probability. ISIT (2015)
Ahmad Abou Saleh, Fady Alajaji, Wai-Yip Chan
Analog coding for Gaussian source and state interference estimation. SPAWC (2015)
Shahab Asoodeh, Fady Alajaji, Tamás Linder
Notes on Information-Theoretic Privacy. CoRR (2015)
Tyson P. Mitchell, Fady Alajaji, Tamás Linder
Binary Signaling of Correlated Sources Over Orthogonal Multiple-Access Channels. IEEE Wirel. Commun. Lett. 4 (5) (2015)
Ahmad Abou Saleh, Fady Alajaji, Wai-Yip Chan
Compressed Sensing with Non-Gaussian Noise and Partial Support Information. IEEE Signal Process. Lett. 22 (10) (2015)
Shahab Asoodeh, Mario Díaz, Fady Alajaji, Tamás Linder
Information Extraction Under Privacy Constraints. CoRR (2015)
Shahab Asoodeh, Fady Alajaji, Tamás Linder
Lossless secure source coding: Yamamoto's setting. Allerton (2015)
Shahab Asoodeh, Fady Alajaji, Tamás Linder
On Maximal Correlation, Mutual Information and Data Privacy. CoRR (2015)
Ghady Azar, Fady Alajaji
On the Equivalence Between Maximum Likelihood and Minimum Distance Decoding for Binary Contagion and Queue-Based Channels With Memory. IEEE Trans. Commun. 63 (1) (2015)
Shahab Asoodeh, Fady Alajaji, Tamás Linder
On maximal correlation, mutual information and data privacy. CWIT (2015)
Johannes Kron, Fady Alajaji, Mikael Skoglund
Low-Delay Joint Source-Channel Mappings for the Gaussian MAC. IEEE Commun. Lett. 18 (2) (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fady Alajaji