Aly El Gamal

Orcid: 0000-0002-0400-4506

According to our database1, Aly El Gamal authored at least 77 papers between 2009 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Deep OFDM Channel Estimation: Capturing Frequency Recurrence.
IEEE Commun. Lett., March, 2024

Improving Transferability of Network Intrusion Detection in a Federated Learning Setup.
CoRR, 2024

Data-Driven Subsampling in the Presence of an Adversarial Actor.
CoRR, 2024

Weighted Branch Aggregation Based Deep Learning Model for Track Detection in Autonomous Racing.
Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

2023
RML22: Realistic Dataset Generation for Wireless Modulation Classification.
IEEE Trans. Wirel. Commun., November, 2023

A Linearly Convergent Douglas-Rachford Splitting Solver for Markovian Information-Theoretic Optimization Problems.
IEEE Trans. Inf. Theory, May, 2023

A Study on Transferability of Deep Learning Models for Network Intrusion Detection.
CoRR, 2023

Toward Generalization of Deep Learning-Based Plant Disease Identification Under Controlled and Field Conditions.
IEEE Access, 2023

Efficient Learning rate schedules for Stochastic Non-negative Matrix Factorization via Reinforcement Learning.
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Learned Learning Rate Schedules for Deep Neural Network Training Using Reinforcement Learning.
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

An Analysis of Transferability in Network Intrusion Detection using Distributed Deep Learning.
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Data Centric Approach to Modulation Classification.
Proceedings of the 15th International Conference on COMmunication Systems & NETworkS, 2023

2022
GeoDLS: A Deep Learning-Based Corn Disease Tracking and Location System Using RTK Geolocated UAS Imagery.
Remote. Sens., 2022

On The Multi-View Information Bottleneck Representation.
Proceedings of the IEEE Information Theory Workshop, 2022

Efficient Multi-View Learning Based on the Information Bottleneck Paradigm.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021
Ensemble Wrapper Subsampling for Deep Modulation Classification.
IEEE Trans. Cogn. Commun. Netw., 2021

IEEE TCCN Special Section Editorial: Machine Learning and Artificial Intelligence for the Physical Layer.
IEEE Trans. Cogn. Commun. Netw., 2021

A Number Theoretic Approach for Fast Discovery of Single-Hop Wireless Networks.
IEEE Netw. Lett., 2021

Deep Learning for Frame Error Prediction Using a DARPA Spectrum Collaboration Challenge (SC2) Dataset.
IEEE Netw. Lett., 2021

Deep Learning for DOA Estimation in MIMO Radar Systems via Emulation of Large Antenna Arrays.
IEEE Commun. Lett., 2021

CD&S Dataset: Handheld Imagery Dataset Acquired Under Field Conditions for Corn Disease Identification and Severity Estimation.
CoRR, 2021

Towards End-to-End Deep Learning for Autonomous Racing: On Data Collection and a Unified Architecture for Steering and Throttle Prediction.
CoRR, 2021

Gradient-based Adversarial Deep Modulation Classification with Data-driven Subsampling.
CoRR, 2021

Mitigating Gradient-based Adversarial Attacks via Denoising and Compression.
CoRR, 2021

Knowledge Distillation for Wireless Edge Learning.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

A Provably Convergent Information Bottleneck Solution via ADMM.
Proceedings of the IEEE International Symposium on Information Theory, 2021

2020
Efficient Training of Deep Classifiers for Wireless Source Identification Using Test SNR Estimates.
IEEE Wirel. Commun. Lett., 2020

On the Design and Analysis of Optimal Wireless Caching Schemes With Placement Cost and Unlimited Memory.
IEEE Wirel. Commun. Lett., 2020

Fundamental Limits of Dynamic Interference Management With Flexible Message Assignments and Separate Deep Fading Block Coding.
IEEE Trans. Inf. Theory, 2020

Joint Uplink-Downlink Cooperative Interference Management With Flexible Cell Associations.
IEEE Trans. Commun., 2020

Vision Paper: Grand Challenges in Resilience: Autonomous System Resilience through Design and Runtime Measures.
IEEE Open J. Comput. Soc., 2020

Data-driven Analysis of Turbulent Flame Images.
CoRR, 2020

Deep Learning for Direction of Arrival Estimation via Emulation of Large Antenna Arrays.
CoRR, 2020

Non-Intrusive Detection of Adversarial Deep Learning Attacks via Observer Networks.
CoRR, 2020

Ensemble Noise Simulation to Handle Uncertainty about Gradient-based Adversarial Attacks.
CoRR, 2020

2019
A Single Coin Monetary Mechanism for Distributed Cooperative Interference Management.
IEEE Wirel. Commun. Lett., 2019

Degrees of Freedom in Wireless Interference Networks With Cooperative Transmission and Backhaul Load Constraints.
IEEE Trans. Inf. Theory, 2019

A Sampling Theory Perspective of Graph-Based Semi-Supervised Learning.
IEEE Trans. Inf. Theory, 2019

Grand Challenges of Resilience: Autonomous System Resilience through Design and Runtime Measures.
CoRR, 2019

Optimal Wireless Caching with Placement Cost.
CoRR, 2019

A Computationally Efficient Method for Defending Adversarial Deep Learning Attacks.
CoRR, 2019

Efficient Wrapper Feature Selection using Autoencoder and Model Based Elimination.
CoRR, 2019

Fast Deep Learning for Automatic Modulation Classification.
CoRR, 2019

Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Wyner's Network on Caches: Combining Receiver Caching with a Flexible Backhaul.
Proceedings of the IEEE International Symposium on Information Theory, 2019

Towards Jointly Optimal Placement and Delivery: To Code or Not to Code in Wireless Caching Networks.
Proceedings of the IEEE International Symposium on Information Theory, 2019

Combatting Adversarial Attacks through Denoising and Dimensionality Reduction: A Cascaded Autoencoder Approach.
Proceedings of the 53rd Annual Conference on Information Sciences and Systems, 2019

Efficient Coded Caching with Limited Memory.
Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018
A Blockchain Example for Cooperative Interference Management.
CoRR, 2018

Fundamental Limits of Dynamic Interference Management with Flexible Message Assignments.
CoRR, 2018

Optimal Cell Associations and Degrees of Freedom of Locally Connected Interference Networks with Message Passing Decoding.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

2017
Fundamental Limits of Non-Coherent Interference Alignment via Matroid Theory.
IEEE Trans. Inf. Theory, 2017

Topological interference management: Linear cooperation is not useful for Wyner's networks.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Joint uplink-downlink cell associations for interference networks with local connectivity.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017

Deep neural network architectures for modulation classification.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

The role of transmitter cooperation in linear interference networks with block erasures.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016
On TDMA Optimality in Locally Connected Networks with no CSIT.
CoRR, 2016

Cloud-based topological interference management: A case with no cooperative transmission gain.
Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

Cell associations that maximize the average uplink-downlink degrees of freedom.
Proceedings of the IEEE International Symposium on Information Theory, 2016

2015
When does an ensemble of matrices with randomly scaled rows lose rank?
Proceedings of the IEEE International Symposium on Information Theory, 2015

Flexible backhaul design with cooperative transmission in cellular interference networks.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Topological interference management with just retransmission: What are the "Best" topologies?
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Asymptotic justification of bandlimited interpolation of graph signals for semi-supervised learning.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Interference channels with coordinated multi-point transmission
PhD thesis, 2014

Interference Channels With Coordinated Multipoint Transmission: Degrees of Freedom, Message Assignment, and Fractional Reuse.
IEEE Trans. Inf. Theory, 2014

Flexible backhaul design and degrees of freedom for linear interference networks.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

2013
Achievable Secrecy Rate Regions for the Two-Way Wiretap Channel.
IEEE Trans. Inf. Theory, 2013

Dynamic interference management.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012
Degrees of Freedom of Interference Channels With CoMP Transmission and Reception.
IEEE Trans. Inf. Theory, 2012

Interference Channels with CoMP: Degrees of Freedom, Message Assignment, and Fractional Reuse
CoRR, 2012

Degrees of freedom (DoF) of locally connected interference channels with cooperating multiple-antenna transmitters.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Degrees of freedom (DoF) of locally connected interference channels with coordinated multi-point (CoMP) transmission.
Proceedings of IEEE International Conference on Communications, 2012

On optimal message assignments for interference channels with CoMP transmission.
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012

2011
Degrees of freedom of cooperative interference networks.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

2010
The Two Way Wiretap Channel: Theory and Practice
CoRR, 2010

Degrees of freedom of the K-user interference channel with transmitter cooperation.
Proceedings of the IEEE International Symposium on Information Theory, 2010

2009
Randomization for Security in Half-Duplex Two-Way Gaussian Channels.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009


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