Aly El Gamal
Orcid: 0000-0002-0400-4506
According to our database1,
Aly El Gamal
authored at least 76 papers
between 2009 and 2024.
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Bibliography
2024
IEEE Commun. Lett., March, 2024
Improving Transferability of Network Intrusion Detection in a Federated Learning Setup.
CoRR, 2024
2023
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
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
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
Proceedings of the IEEE Information Theory Workshop, 2022
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022
2021
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
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
CoRR, 2021
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021
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
Deep Learning for Direction of Arrival Estimation via Emulation of Large Antenna Arrays.
CoRR, 2020
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
IEEE Trans. Inf. Theory, 2019
Grand Challenges of Resilience: Autonomous System Resilience through Design and Runtime Measures.
CoRR, 2019
CoRR, 2019
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
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
Proceedings of the 57th Annual Allerton Conference on Communication, 2019
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
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
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
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
Proceedings of the IEEE International Symposium on Information Theory, 2016
2015
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 Multipoint Transmission: Degrees of Freedom, Message Assignment, and Fractional Reuse.
IEEE Trans. Inf. Theory, 2014
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
2013
IEEE Trans. Inf. Theory, 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
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
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012
2011
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011
2010
Proceedings of the IEEE International Symposium on Information Theory, 2010
2009
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009