Mohamad Dia
Title
Cited by
Cited by
Year
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula
M Dia, N Macris, F Krzakala, T Lesieur, L Zdeborová
Advances in Neural Information Processing Systems, 424-432, 2016
1362016
The mutual information in random linear estimation
J Barbier, M Dia, N Macris, F Krzakala
in the 54th Annual Allerton Conference on Communication, Control, and Computing, 2016
782016
Mutual Information and Optimality of Approximate Message-Passing in Random Linear Estimation
J Barbier, N Macris, M Dia, F Krzakala
IEEE Transactions on Information Theory 2020, 2020
562020
Proof of Threshold Saturation for Spatially Coupled Sparse Superposition Codes
J Barbier, M Dia, N Macris
in 2016 IEEE International Symposium on Information Theory Proceedings (ISIT), 2016
282016
Threshold Saturation of Spatially Coupled Sparse Superposition Codes for All Memoryless Channels
J Barbier, M Dia, N Macris
in 2016 IEEE Information Theory Workshop (ITW), 2016
222016
Universal Sparse Superposition Codes with Spatial Coupling and GAMP Decoding
J Barbier, M Dia, N Macris
IEEE Transactions on Information Theory 2019, 2019
192019
On the design of energy-aware 3G/WiFi heterogeneous networks under realistic conditions
S Taleb, M Dia, J Farhat, Z Dawy, H Hajj
2013 27th International Conference on Advanced Information Networking and …, 2013
172013
Rank-one matrix estimation: analysis of algorithmic and information theoretic limits by the spatial coupling method
J Barbier, M Dia, N Macris, F Krzakala, L Zdeborova
arXiv preprint arXiv:1812.02537 - Submitted to Journal of Machine Learning …, 2018
142018
Generalized Approximate Message-Passing Decoder for Universal Sparse Superposition Codes
E Biyik, J Barbier, M Dia
in the IEEE 2017 International Symposium on Information Theory (ISIT 2017), 2017
82017
A Compressed Sensing Approach for Distribution Matching
M Dia, V Aref, L Schmalen
in the IEEE 2018 International Symposium on Information Theory (ISIT 2018), 2018
52018
Galaxy Image Simulation Using Progressive GANs
M Dia, E Savary, M Melchior, F Courbin
in the Astronomical Data Analysis Software & Systems Conference (ADASS), 2019, 2019
22019
High-Dimensional Inference on Dense Graphs with Applications to Coding Theory and Machine Learning
MB Dia
EPFL, 2018
12018
Non-Linear Codes on Sparse Graphs
M Dia
2015
An Efficient Iterative Frequency Domain Equalization for Single Carrier Transmission without Cyclic Prefix
M Dia
Master Thesis - EPFL and SONY EuTEC, 2014
2014
Receiver Combining Compute-and-Forward
M Dia
2013
The Mutual Information in Random Linear Estimation Download PDF
J Barbier, M Dia, N Macris, F Krzakala
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Articles 1–16