default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDMohamed Akrout
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j8]Mohamed Akrout, Amine Mezghani, Ekram Hossain, Faouzi Bellili, Robert W. Heath Jr.:
From Multilayer Perceptron to GPT: A Reflection on Deep Learning Research for Wireless Physical Layer. IEEE Commun. Mag. 62(7): 34-41 (2024)- [c14]Mohamed Akrout, Tiancheng Gao, Faouzi Bellili, Amine Mezghani:
Vector Approximate message Passing with Arbitrary I.I.D. Noise Priors. ICASSP 2024: 9596-9600 - [c13]Mukilan Karuppasamy, Mohamed Akrout, Faouzi Bellili, Amine Mezghani:
Distributed Vector Approximate Message Passing. ICASSP 2024: 9611-9615 - [c12]Mohamed Akrout, Faouzi Bellili, Amine Mezghani, Ekram Hossain:
On the Out-of-Distribution Evaluation of ML-Based End-to-End Communications Systems. ICC 2024: 962-967 - [i28]Mohamed Akrout, Tiancheng Gao, Faouzi Bellili, Amine Mezghani:
Vector Approximate Message Passing With Arbitrary I.I.D. Noise Priors. CoRR abs/2402.04111 (2024) - [i27]Mohamed Akrout, Faouzi Bellili, Amine Mezghani, Robert W. Heath Jr.:
Next-slot OFDM-CSI Prediction: Multi-head Self-attention or State Space Model? CoRR abs/2405.11072 (2024) - [i26]Mohamed Akrout, Amine Mezghani, Faouzi Bellili:
Unlabeled Compressed Sensing from Multiple Measurement Vectors. CoRR abs/2406.08290 (2024) - 2023
- [j7]Mohamed Akrout
, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain:
Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues. IEEE Commun. Surv. Tutorials 25(4): 3014-3037 (2023) - [j6]Mohamed Akrout, Volodymyr Shyianov, Faouzi Bellili, Amine Mezghani, Robert W. Heath Jr.:
Super-Wideband Massive MIMO. IEEE J. Sel. Areas Commun. 41(8): 2414-2430 (2023) - [j5]Mohamed Akrout, Volodymyr Shyianov, Faouzi Bellili, Amine Mezghani, Robert W. Heath Jr.:
Achievable Rate of Near-Field Communications Based on Physically Consistent Models. IEEE Trans. Wirel. Commun. 22(2): 1266-1280 (2023) - [c11]Mohamed Akrout, Faouzi Bellili, Amine Mezghani, Josef A. Nossek:
Physically Consistent Models for Intelligent Reflective Surface-Assisted Communications Under Mutual Coupling and Element Size Constraint. ACSSC 2023: 1589-1594 - [c10]Mohamed Akrout, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain:
Continual Learning-Based MIMO Channel Estimation: A Benchmarking Study. ICC 2023: 2631-2636 - [c9]Mohamed Akrout, Volodymyr Shyianov, Faouzi Bellili, Amine Mezghani, Robert W. Heath Jr.:
Bandwidth Gain: The Missing Gain of Massive MIMO. ICC 2023: 5997-6003 - [c8]Mohamed Akrout, Bálint Gyepesi, Péter Holló, Adrienn Poór, Blága Kincso, Stephen Solis, Katrina Cirone, Jeremy Kawahara, Dekker Slade, Latif Abid, Máté Kovács, István Fazekas:
Diffusion-Based Data Augmentation for Skin Disease Classification: Impact Across Original Medical Datasets to Fully Synthetic Images. DGM4MICCAI 2023: 99-109 - [i25]Mohamed Akrout, Bálint Gyepesi, Péter Holló, Adrienn Poór, Blága Kincso, Stephen Solis, Katrina Cirone, Jeremy Kawahara, Dekker Slade, Latif Abid, Máté Kovács, István Fazekas:
Diffusion-based Data Augmentation for Skin Disease Classification: Impact Across Original Medical Datasets to Fully Synthetic Images. CoRR abs/2301.04802 (2023) - [i24]Mohamed Akrout, Faouzi Bellili, Amine Mezghani, Josef A. Nossek:
Physically Consistent Models for Intelligent Reflective Surface-assisted Communications under Mutual Coupling and Element Size Constraint. CoRR abs/2302.11130 (2023) - [i23]Mohamed Akrout, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain:
Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues. CoRR abs/2303.08106 (2023) - [i22]Mohamed Akrout, Amine Mezghani, Ekram Hossain, Faouzi Bellili, Robert W. Heath Jr.:
From Multilayer Perceptron to GPT: A Reflection on Deep Learning Research for Wireless Physical Layer. CoRR abs/2307.07359 (2023) - [i21]Mohamed Akrout:
Representations Matter: Embedding Modes of Large Language Models using Dynamic Mode Decomposition. CoRR abs/2309.01245 (2023) - 2022
- [j4]Firas Fredj, Yasser F. Al-Eryani, Setareh Maghsudi, Mohamed Akrout, Ekram Hossain:
Distributed Beamforming Techniques for Cell-Free Wireless Networks Using Deep Reinforcement Learning. IEEE Trans. Cogn. Commun. Netw. 8(2): 1186-1201 (2022) - [j3]Volodymyr Shyianov, Mohamed Akrout, Faouzi Bellili, Amine Mezghani, Robert W. Heath Jr.:
Achievable Rate With Antenna Size Constraint: Shannon Meets Chu and Bode. IEEE Trans. Commun. 70(3): 2010-2024 (2022) - [c7]Mohamed Akrout, Anis Housseini, Faouzi Bellili, Amine Mezghani:
BiG-VAMP: The Bilinear Generalized Vector Approximate Message Algorithm. IEEECONF 2022: 1377-1384 - [c6]Ramzi Ayachi, Mohamed Akrout, Volodymyr Shyianov, Faouzi Bellili, Amine Mezghani:
Massive Unsourced Random Access Based on Bilinear Vector Approximate Message Passing. ICASSP 2022: 5283-5287 - [c5]Mohamed Akrout, Volodymyr Shyianov, Faouzi Bellili, Amine Mezghani, Robert W. Heath Jr.:
Achievable Rate of Near-Field Communications Based on Physically Consistent Models. ICC 2022: 938-943 - [c4]Mohamed Akrout, Hayet Amdouni, Amal Feriani, Monia Kourda, Latif Abid:
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 2022: 38-50 - [i20]Mohamed Akrout, Amal Feriani, Bob McLeod:
Dynamic Noises of Multi-Agent Environments Can Improve Generalization: Agent-based Models meets Reinforcement Learning. CoRR abs/2204.14076 (2022) - [i19]Mohamed Akrout, Volodymyr Shyianov, Faouzi Bellili, Amine Mezghani, Robert W. Heath Jr.:
Super-Wideband Massive MIMO. CoRR abs/2208.01556 (2022) - [i18]Mohamed Akrout, Hayet Amdouni, Amal Feriani, Monia Kourda, Latif Abid:
A 35-Year Longitudinal Analysis of Dermatology Patient Behavior across Economic & Cultural Manifestations in Tunisia, and the Impact of Digital Tools. CoRR abs/2208.02852 (2022) - [i17]Mohamed Akrout, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain:
Continual Learning-Based MIMO Channel Estimation: A Benchmarking Study. CoRR abs/2211.10753 (2022) - 2021
- [j2]Yasser F. Al-Eryani, Mohamed Akrout, Ekram Hossain:
Multiple Access in Cell-Free Networks: Outage Performance, Dynamic Clustering, and Deep Reinforcement Learning-Based Design. IEEE J. Sel. Areas Commun. 39(4): 1028-1042 (2021) - [j1]Yasser F. Al-Eryani, Mohamed Akrout, Ekram Hossain:
Antenna Clustering for Simultaneous Wireless Information and Power Transfer in a MIMO Full-Duplex System: A Deep Reinforcement Learning-Based Design. IEEE Trans. Commun. 69(4): 2331-2345 (2021) - [i16]Albert Jiménez Sanfiz, Mohamed Akrout:
Benchmarking the Accuracy and Robustness of Feedback Alignment Algorithms. CoRR abs/2108.13446 (2021) - [i15]Mohamed Akrout, Faouzi Bellili, Amine Mezghani, Hayet Amdouni:
Optimizing Binary Symptom Checkers via Approximate Message Passing. CoRR abs/2111.00303 (2021) - [i14]Mohamed Akrout, Douglas B. Tweed:
On Bock's Conjecture Regarding the Adam Optimizer. CoRR abs/2111.08162 (2021) - [i13]Mohamed Akrout, Volodymyr Shyianov, Faouzi Bellili, Amine Mezghani, Robert W. Heath Jr.:
Achievable Rate of Near-Field Communications Based on Physically Consistent Models. CoRR abs/2111.08928 (2021) - 2020
- [i12]Mohamed Akrout, Robert Steinbauer:
Machine Ethics: The Creation of a Virtuous Machine. CoRR abs/2002.00213 (2020) - [i11]Yasser F. Al-Eryani, Mohamed Akrout, Ekram Hossain:
Multiple Access in Dynamic Cell-Free Networks: Outage Performance and Deep Reinforcement Learning-Based Design. CoRR abs/2002.02801 (2020) - [i10]Yasser F. Al-Eryani, Mohamed Akrout, Ekram Hossain:
Simultaneous Energy Harvesting and Information Transmission in a MIMO Full-Duplex System: A Machine Learning-Based Design. CoRR abs/2002.06193 (2020) - [i9]Firas Fredj, Yasser F. Al-Eryani, Setareh Maghsudi, Mohamed Akrout, Ekram Hossain:
Distributed Uplink Beamforming in Cell-Free Networks Using Deep Reinforcement Learning. CoRR abs/2006.15138 (2020) - [i8]Mohamed Akrout, Anis Housseini, Faouzi Bellili, Amine Mezghani:
Bilinear Generalized Vector Approximate Message Passing. CoRR abs/2009.06854 (2020) - [i7]Volodymyr Shyianov, Mohamed Akrout, Faouzi Bellili, Amine Mezghani, Robert W. Heath Jr.:
Achievable Rate with Antenna Size Constraint: Shannon meets Chu and Bode. CoRR abs/2011.05529 (2020)
2010 – 2019
- 2019
- [c3]Mohamed Akrout, Amir-massoud Farahmand, Tory Jarmain, Latif Abid:
Improving Skin Condition Classification with a Visual Symptom Checker Trained Using Reinforcement Learning. MICCAI (4) 2019: 549-557 - [c2]Mohamed Akrout, Collin Wilson, Peter Conway Humphreys, Timothy P. Lillicrap, Douglas B. Tweed:
Deep Learning without Weight Transport. NeurIPS 2019: 974-982 - [i6]Ismail Akrout, Amal Feriani, Mohamed Akrout:
Hacking Google reCAPTCHA v3 using Reinforcement Learning. CoRR abs/1903.01003 (2019) - [i5]Mohamed Akrout, Amir-massoud Farahmand, Tory Jarmain, Latif Abid:
Improving Skin Condition Classification with a Visual Symptom Checker Trained using Reinforcement Learning. CoRR abs/1903.03495 (2019) - [i4]Mohamed Akrout, Collin Wilson, Peter Conway Humphreys, Timothy P. Lillicrap, Douglas B. Tweed:
Deep Learning without Weight Transport. CoRR abs/1904.05391 (2019) - [i3]Mohamed Akrout:
On the Adversarial Robustness of Neural Networks without Weight Transport. CoRR abs/1908.03560 (2019) - 2018
- [c1]Hongyu Zhu, Mohamed Akrout, Bojian Zheng, Andrew Pelegris, Anand Jayarajan, Amar Phanishayee, Bianca Schroeder, Gennady Pekhimenko:
Benchmarking and Analyzing Deep Neural Network Training. IISWC 2018: 88-100 - [i2]Hongyu Zhu, Mohamed Akrout, Bojian Zheng, Andrew Pelegris, Amar Phanishayee, Bianca Schroeder, Gennady Pekhimenko:
TBD: Benchmarking and Analyzing Deep Neural Network Training. CoRR abs/1803.06905 (2018) - [i1]Mohamed Akrout, Amir-massoud Farahmand, Tory Jarmain:
Improving Skin Condition Classification with a Question Answering Model. CoRR abs/1811.06165 (2018)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-09-04 00:31 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
