Mohamed Akrout

60 papers A* 1Misc 4Journal 41Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Guided Wireless Technology for Near-Field Communication. CoRR Mohamed Akrout, Amine Mezghani, Faouzi Bellili, Robert W. Heath Jr.
2026	J	`jnl`	The Tri-Hybrid MIMO Architecture. IEEE Wirel. Commun. Robert W. Heath Jr., Joseph Carlson, Nitish Vikas Deshpande, Miguel Rodrigo Castellanos, Mohamed Akrout, Chan-Byoung Chae
2025	—	`conf`	Guided Wireless Technology for Near-Field Communication. IEEECONF Mohamed Akrout, Amine Mezghani, Faouzi Bellili, Robert W. Heath Jr.
2025	J	`jnl`	Information Rates of Approximate Message Passing for Bandlimited Direct-Detection Channels. CoRR Daniel Plabst, Mohamed Akrout, Amine Mezghani, Gerhard Kramer
2025	—	`conf`	Large-scale Unlabeled Compressed Sensing via Bilinear Matrix Recovery. IEEECONF Mohamed Akrout, Amine Mezghani, Faouzi Bellili
2025	—	`conf`	Parasitic antenna positioning for enhanced planar array performance. IEEECONF Nitish Deshpande, Mohamed Akrout, Robert W. Heath Jr.
2025	J	`jnl`	The Tri-Hybrid MIMO Architecture. CoRR Robert W. Heath Jr., Joseph Carlson, Nitish Vikas Deshpande, Miguel Rodrigo Castellanos, Mohamed Akrout, Chan-Byoung Chae
2025	J	`jnl`	Unlabeled Compressed Sensing From Multiple Measurement Vectors. IEEE Trans. Signal Process. Mohamed Akrout, Amine Mezghani, Faouzi Bellili
2024	—	`conf`	Binary Relaxation on Unlabeled Graph Matching: A Twin-VAMP Approach. IEEECONF Mohamed Akrout, Faouzi Bellili, Amine Mezghani
2024	Misc	`conf`	Distributed Vector Approximate Message Passing. ICASSP Mukilan Karuppasamy, Mohamed Akrout, Faouzi Bellili, Amine Mezghani
2024	—	`conf`	Extending Kalman Filters for non-Gaussian Process Noise Sources via Approximate Message Passing. IEEECONF Tiancheng Gao, Mohamed Akrout, Faouzi Bellili, Amine Mezghani
2024	J	`jnl`	From Multilayer Perceptron to GPT: A Reflection on Deep Learning Research for Wireless Physical Layer. IEEE Commun. Mag. Mohamed Akrout, Amine Mezghani, Ekram Hossain, Faouzi Bellili, Robert W. Heath Jr.
2024	J	`jnl`	Next-slot OFDM-CSI Prediction: Multi-head Self-attention or State Space Model? CoRR Mohamed Akrout, Faouzi Bellili, Amine Mezghani, Robert W. Heath Jr.
2024	—	`conf`	On the Out-of-Distribution Evaluation of ML-Based End-to-End Communications Systems. ICC Mohamed Akrout, Faouzi Bellili, Amine Mezghani, Ekram Hossain
2024	J	`jnl`	Unlabeled Compressed Sensing from Multiple Measurement Vectors. CoRR Mohamed Akrout, Amine Mezghani, Faouzi Bellili
2024	J	`jnl`	Vector Approximate Message Passing With Arbitrary I.I.D. Noise Priors. CoRR Mohamed Akrout, Tiancheng Gao, Faouzi Bellili, Amine Mezghani
2024	Misc	`conf`	Vector Approximate message Passing with Arbitrary I.I.D. Noise Priors. ICASSP Mohamed Akrout, Tiancheng Gao, Faouzi Bellili, Amine Mezghani
2023	J	`jnl`	Achievable Rate of Near-Field Communications Based on Physically Consistent Models. IEEE Trans. Wirel. Commun. Mohamed Akrout, Volodymyr Shyianov, Faouzi Bellili, Amine Mezghani, Robert W. Heath Jr.
2023	—	`conf`	Bandwidth Gain: The Missing Gain of Massive MIMO. ICC Mohamed Akrout, Volodymyr Shyianov, Faouzi Bellili, Amine Mezghani, Robert W. Heath Jr.
2023	—	`conf`	Continual Learning-Based MIMO Channel Estimation: A Benchmarking Study. ICC Mohamed Akrout, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain
2023	—	`conf`	Diffusion-Based Data Augmentation for Skin Disease Classification: Impact Across Original Medical Datasets to Fully Synthetic Images. DGM4MICCAI Mohamed Akrout, Bálint Gyepesi, Péter Holló, Adrienn Poór, Blága Kincso, Stephen Solis, Katrina Cirone, Jeremy Kawahara, Dekker Slade, Latif Abid, Máté Kovács, István Fazekas
2023	J	`jnl`	Diffusion-based Data Augmentation for Skin Disease Classification: Impact Across Original Medical Datasets to Fully Synthetic Images. CoRR Mohamed Akrout, Bálint Gyepesi, Péter Holló, Adrienn Poór, Blága Kincso, Stephen Solis, Katrina Cirone, Jeremy Kawahara, Dekker Slade, Latif Abid, Máté Kovács, István Fazekas
2023	J	`jnl`	Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues. IEEE Commun. Surv. Tutorials Mohamed Akrout, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain
2023	J	`jnl`	Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues. CoRR Mohamed Akrout, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain
2023	J	`jnl`	From Multilayer Perceptron to GPT: A Reflection on Deep Learning Research for Wireless Physical Layer. CoRR Mohamed Akrout, Amine Mezghani, Ekram Hossain, Faouzi Bellili, Robert W. Heath Jr.
2023	Misc	`conf`	Physically Consistent Models for Intelligent Reflective Surface-Assisted Communications Under Mutual Coupling and Element Size Constraint. ACSSC Mohamed Akrout, Faouzi Bellili, Amine Mezghani, Josef A. Nossek
2023	J	`jnl`	Physically Consistent Models for Intelligent Reflective Surface-assisted Communications under Mutual Coupling and Element Size Constraint. CoRR Mohamed Akrout, Faouzi Bellili, Amine Mezghani, Josef A. Nossek
2023	J	`jnl`	Representations Matter: Embedding Modes of Large Language Models using Dynamic Mode Decomposition. CoRR Mohamed Akrout
2023	J	`jnl`	Super-Wideband Massive MIMO. IEEE J. Sel. Areas Commun. Mohamed Akrout, Volodymyr Shyianov, Faouzi Bellili, Amine Mezghani, Robert W. Heath Jr.
2022	—	`conf`	A 35-Year Longitudinal Analysis of Dermatology Patient Behavior Across Economic and Cultural Manifestations in Tunisia, and the Impact of Digital Tools. EPIMI/ML-CDS@MICCAI Mohamed Akrout, Hayet Amdouni, Amal Feriani, Monia Kourda, Latif Abid
2022	J	`jnl`	A 35-Year Longitudinal Analysis of Dermatology Patient Behavior across Economic & Cultural Manifestations in Tunisia, and the Impact of Digital Tools. CoRR Mohamed Akrout, Hayet Amdouni, Amal Feriani, Monia Kourda, Latif Abid
2022	J	`jnl`	Achievable Rate With Antenna Size Constraint: Shannon Meets Chu and Bode. IEEE Trans. Commun. Volodymyr Shyianov, Mohamed Akrout, Faouzi Bellili, Amine Mezghani, Robert W. Heath Jr.
2022	—	`conf`	Achievable Rate of Near-Field Communications Based on Physically Consistent Models. ICC Mohamed Akrout, Volodymyr Shyianov, Faouzi Bellili, Amine Mezghani, Robert W. Heath Jr.
2022	—	`conf`	BiG-VAMP: The Bilinear Generalized Vector Approximate Message Algorithm. IEEECONF Mohamed Akrout, Anis Housseini, Faouzi Bellili, Amine Mezghani
2022	J	`jnl`	Continual Learning-Based MIMO Channel Estimation: A Benchmarking Study. CoRR Mohamed Akrout, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain
2022	J	`jnl`	Distributed Beamforming Techniques for Cell-Free Wireless Networks Using Deep Reinforcement Learning. IEEE Trans. Cogn. Commun. Netw. Firas Fredj, Yasser F. Al-Eryani, Setareh Maghsudi, Mohamed Akrout, Ekram Hossain
2022	J	`jnl`	Dynamic Noises of Multi-Agent Environments Can Improve Generalization: Agent-based Models meets Reinforcement Learning. CoRR Mohamed Akrout, Amal Feriani, Bob McLeod
2022	Misc	`conf`	Massive Unsourced Random Access Based on Bilinear Vector Approximate Message Passing. ICASSP Ramzi Ayachi, Mohamed Akrout, Volodymyr Shyianov, Faouzi Bellili, Amine Mezghani
2022	J	`jnl`	Super-Wideband Massive MIMO. CoRR Mohamed Akrout, Volodymyr Shyianov, Faouzi Bellili, Amine Mezghani, Robert W. Heath Jr.
2021	J	`jnl`	Achievable Rate of Near-Field Communications Based on Physically Consistent Models. CoRR Mohamed Akrout, Volodymyr Shyianov, Faouzi Bellili, Amine Mezghani, Robert W. Heath Jr.
2021	J	`jnl`	Antenna Clustering for Simultaneous Wireless Information and Power Transfer in a MIMO Full-Duplex System: A Deep Reinforcement Learning-Based Design. IEEE Trans. Commun. Yasser F. Al-Eryani, Mohamed Akrout, Ekram Hossain
2021	J	`jnl`	Benchmarking the Accuracy and Robustness of Feedback Alignment Algorithms. CoRR Albert Jiménez Sanfiz, Mohamed Akrout
2021	J	`jnl`	Multiple Access in Cell-Free Networks: Outage Performance, Dynamic Clustering, and Deep Reinforcement Learning-Based Design. IEEE J. Sel. Areas Commun. Yasser F. Al-Eryani, Mohamed Akrout, Ekram Hossain
2021	J	`jnl`	On Bock's Conjecture Regarding the Adam Optimizer. CoRR Mohamed Akrout, Douglas B. Tweed
2021	J	`jnl`	Optimizing Binary Symptom Checkers via Approximate Message Passing. CoRR Mohamed Akrout, Faouzi Bellili, Amine Mezghani, Hayet Amdouni
2020	J	`jnl`	Achievable Rate with Antenna Size Constraint: Shannon meets Chu and Bode. CoRR Volodymyr Shyianov, Mohamed Akrout, Faouzi Bellili, Amine Mezghani, Robert W. Heath Jr.
2020	J	`jnl`	Bilinear Generalized Vector Approximate Message Passing. CoRR Mohamed Akrout, Anis Housseini, Faouzi Bellili, Amine Mezghani
2020	J	`jnl`	Distributed Uplink Beamforming in Cell-Free Networks Using Deep Reinforcement Learning. CoRR Firas Fredj, Yasser F. Al-Eryani, Setareh Maghsudi, Mohamed Akrout, Ekram Hossain
2020	J	`jnl`	Machine Ethics: The Creation of a Virtuous Machine. CoRR Mohamed Akrout, Robert Steinbauer
2020	J	`jnl`	Multiple Access in Dynamic Cell-Free Networks: Outage Performance and Deep Reinforcement Learning-Based Design. CoRR Yasser F. Al-Eryani, Mohamed Akrout, Ekram Hossain
2020	J	`jnl`	Simultaneous Energy Harvesting and Information Transmission in a MIMO Full-Duplex System: A Machine Learning-Based Design. CoRR Yasser F. Al-Eryani, Mohamed Akrout, Ekram Hossain
2019	A*	`conf`	Deep Learning without Weight Transport. NeurIPS Mohamed Akrout, Collin Wilson, Peter Conway Humphreys, Timothy P. Lillicrap, Douglas B. Tweed
2019	J	`jnl`	Deep Learning without Weight Transport. CoRR Mohamed Akrout, Collin Wilson, Peter Conway Humphreys, Timothy P. Lillicrap, Douglas B. Tweed
2019	J	`jnl`	Hacking Google reCAPTCHA v3 using Reinforcement Learning. CoRR Ismail Akrout, Amal Feriani, Mohamed Akrout
2019	—	`conf`	Improving Skin Condition Classification with a Visual Symptom Checker Trained Using Reinforcement Learning. MICCAI (4) Mohamed Akrout, Amir-massoud Farahmand, Tory Jarmain, Latif Abid
2019	J	`jnl`	Improving Skin Condition Classification with a Visual Symptom Checker Trained using Reinforcement Learning. CoRR Mohamed Akrout, Amir-massoud Farahmand, Tory Jarmain, Latif Abid
2019	J	`jnl`	On the Adversarial Robustness of Neural Networks without Weight Transport. CoRR Mohamed Akrout
2018	—	`conf`	Benchmarking and Analyzing Deep Neural Network Training. IISWC Hongyu Zhu, Mohamed Akrout, Bojian Zheng, Andrew Pelegris, Anand Jayarajan, Amar Phanishayee, Bianca Schroeder, Gennady Pekhimenko
2018	J	`jnl`	Improving Skin Condition Classification with a Question Answering Model. CoRR Mohamed Akrout, Amir-massoud Farahmand, Tory Jarmain
2018	J	`jnl`	TBD: Benchmarking and Analyzing Deep Neural Network Training. CoRR Hongyu Zhu, Mohamed Akrout, Bojian Zheng, Andrew Pelegris, Amar Phanishayee, Bianca Schroeder, Gennady Pekhimenko