Mohamed Akrout
- Hacking Google reCAPTCHA v3 using Reinforcement Learning
2019/03/03 by Ismail Akrout, Akrout, Ismail, Amal Feriani +3 · 2 voices · 1 citation
Computer Science · #User Authentication and Security Systems #Innovative Human-Technology Interaction #Advanced Malware Detection Techniques
- Deep Learning without Weight Transport
2019/04/10 by Mohamed Akrout, Collin Wilson, Akrout, Mohamed +7 · 9 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues
2023/03/13 by Mohamed Akrout, Akrout, Mohamed, Amal Feriani +7 · 10 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Respiratory viral infections research #Speech Recognition and Synthesis
- Super-Wideband Massive MIMO
2022/08/02 by Mohamed Akrout, Akrout, Mohamed, Volodymyr Shyianov +7 · 5 citations
Engineering · #Antenna Design and Analysis #Antenna Design and Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Microwave Engineering and Waveguides #Signal Processing (eess.SP) #electronic engineering #information engineering
- Benchmarking the Accuracy and Robustness of Feedback Alignment Algorithms
2021/08/30 by Albert Jiménez Sanfiz, Sanfiz, Albert Jiménez, Mohamed Akrout +1 · 3 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Advanced Memory and Neural Computing #Domain Adaptation and Few-Shot Learning
- The Tri-Hybrid MIMO Architecture
2025/05/28 by Robert W. Heath, Joseph Carlson, Heath,, Robert W. +9 · 14 citations
Engineering · #Advanced MIMO Systems Optimization #Millimeter-Wave Propagation and Modeling #Antenna Design and Analysis
- Achievable Rate of Near-Field Communications Based on Physically\n Consistent Models
2021/11/17 by Mohamed Akrout, Volodymyr Shyianov, Akrout, Mohamed +7 · 2 citations
Engineering · #Antenna Design and Analysis #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Full-Duplex Wireless Communications #Information Theory (cs.IT)
- Distributed Uplink Beamforming in Cell-Free Networks Using Deep Reinforcement Learning
2020/06/26 by Firas Fredj, Fredj, Firas, Yasser Al-Eryani +7 · 1 citation
Engineering · #Advanced MIMO Systems Optimization #Antenna Design and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
- Next-slot OFDM-CSI Prediction: Multi-head Self-attention or State Space Model?
2024/05/17 by Mohamed Akrout, Akrout, Mohamed, Faouzi Bellili +5 · 2 citations
Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #PAPR reduction in OFDM #Signal Processing (eess.SP) #electronic engineering #information engineering
- Continual Learning-Based MIMO Channel Estimation: A Benchmarking Study
2022/11/19 by Mohamed Akrout, Akrout, Mohamed, Amal Feriani +7 · 1 citation
Engineering · Computer Science · Biochemistry, Genetics and Molecular Biology · #Antenna Design and Optimization #Speech and Audio Processing #Cancer-related molecular mechanisms research
- From Multilayer Perceptron to GPT: A Reflection on Deep Learning Research for Wireless Physical Layer
2023/07/14 by Mohamed Akrout, Amine Mezghani, Akrout, Mohamed +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Information Theory (cs.IT) #Speech Recognition and Synthesis #Speech and Audio Processing
- Guarantees on Dynamical System Distinguishability for LLM Token Generation
2026/07/25 by Mohamed Akrout, Dan Wilson
Computer Science · Mathematics · #cs.LG #cs.AI #math.DS
- Optimality of Bang-Bang Switching for Breaking the Chu Limit via Time-Modulated Matching
2026/07/26 by Mohamed Akrout, Miguel Rodrigo Castellanos
#cs.IT #math.IT