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2020 – today
- 2020
[j2]Jean Barbier
, Nicolas Macris, Mohamad Dia, Florent Krzakala:
Mutual Information and Optimality of Approximate Message-Passing in Random Linear Estimation. IEEE Trans. Inf. Theory 66(7): 4270-4303 (2020)
2010 – 2019
- 2019
- [j1]Jean Barbier, Mohamad Dia, Nicolas Macris:
Universal Sparse Superposition Codes With Spatial Coupling and GAMP Decoding. IEEE Trans. Inf. Theory 65(9): 5618-5642 (2019) - [i10]Mohamad Dia, Elodie Savary, Martin Melchior, Frederic Courbin:
Galaxy Image Simulation Using Progressive GANs. CoRR abs/1909.12160 (2019) - 2018
- [b1]Mohamad Dia:
High-Dimensional Inference on Dense Graphs with Applications to Coding Theory and Machine Learning. EPFL, Switzerland, 2018 - [c7]Mohamad Dia, Vahid Aref, Laurent Schmalen:
A Compressed Sensing Approach for Distribution Matching. ISIT 2018: 1266-1270 - [i9]Mohamad Dia, Vahid Aref, Laurent Schmalen:
A Compressed Sensing Approach for Distribution Matching. CoRR abs/1804.00602 (2018) - [i8]Jean Barbier, Mohamad Dia, Nicolas Macris, Florent Krzakala, Lenka Zdeborová:
Rank-one matrix estimation: analysis of algorithmic and information theoretic limits by the spatial coupling method. CoRR abs/1812.02537 (2018) - 2017
- [c6]Erdem Biyik, Jean Barbier, Mohamad Dia:
Generalized approximate message-passing decoder for universal sparse superposition codes. ISIT 2017: 1593-1597 - [i7]Erdem Biyik, Jean Barbier, Mohamad Dia:
Generalized Approximate Message-Passing Decoder for Universal Sparse Superposition Codes. CoRR abs/1701.03590 (2017) - [i6]Jean Barbier, Nicolas Macris, Mohamad Dia, Florent Krzakala:
Mutual Information and Optimality of Approximate Message-Passing in Random Linear Estimation. CoRR abs/1701.05823 (2017) - [i5]Jean Barbier, Mohamad Dia, Nicolas Macris:
Universal Sparse Superposition Codes with Spatial Coupling and GAMP Decoding. CoRR abs/1707.04203 (2017) - 2016
- [c5]Jean Barbier, Mohamad Dia, Nicolas Macris, Florent Krzakala:
The mutual information in random linear estimation. Allerton 2016: 625-632 - [c4]Jean Barbier, Mohamad Dia, Nicolas Macris:
Proof of threshold saturation for spatially coupled sparse superposition codes. ISIT 2016: 1173-1177 - [c3]Jean Barbier, Mohamad Dia, Nicolas Macris:
Threshold saturation of spatially coupled sparse superposition codes for all memoryless channels. ITW 2016: 76-80 - [c2]Jean Barbier, Mohamad Dia, Nicolas Macris, Florent Krzakala, Thibault Lesieur, Lenka Zdeborová:
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula. NIPS 2016: 424-432 - [i4]Jean Barbier, Mohamad Dia, Nicolas Macris:
Proof of Threshold Saturation for Spatially Coupled Sparse Superposition Codes. CoRR abs/1603.01817 (2016) - [i3]Jean Barbier, Mohamad Dia, Nicolas Macris:
Threshold Saturation of Spatially Coupled Sparse Superposition Codes for All Memoryless Channels. CoRR abs/1603.04591 (2016) - [i2]Jean Barbier, Mohamad Dia, Nicolas Macris, Florent Krzakala, Thibault Lesieur, Lenka Zdeborová:
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula. CoRR abs/1606.04142 (2016) - [i1]Jean Barbier, Mohamad Dia, Nicolas Macris, Florent Krzakala:
The Mutual Information in Random Linear Estimation. CoRR abs/1607.02335 (2016) - 2013
- [c1]Sireen Taleb, Mohamad Dia, Jamal Farhat, Zaher Dawy, Hazem M. Hajj:
On the Design of Energy-Aware 3G/WiFi Heterogeneous Networks under Realistic Conditions. AINA Workshops 2013: 523-527
Coauthor Index
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