Mohamad Dia

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 18

Top Topics

Loopy Belief Propagation

Compressed Sensing

Top Venues

IEEE Trans. Inf. Theory

Publications

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) (2020)
Mohamad Dia, Elodie Savary, Martin Melchior, Frederic Courbin
Galaxy Image Simulation Using Progressive GANs. CoRR (2019)
Jean Barbier, Mohamad Dia, Nicolas Macris
Universal Sparse Superposition Codes With Spatial Coupling and GAMP Decoding. IEEE Trans. Inf. Theory 65 (9) (2019)
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 (2018)
Mohamad Dia, Vahid Aref, Laurent Schmalen
A Compressed Sensing Approach for Distribution Matching. CoRR (2018)
Mohamad Dia, Vahid Aref, Laurent Schmalen
A Compressed Sensing Approach for Distribution Matching. ISIT (2018)
Erdem Biyik, Jean Barbier, Mohamad Dia
Generalized Approximate Message-Passing Decoder for Universal Sparse Superposition Codes. CoRR (2017)
Jean Barbier, Mohamad Dia, Nicolas Macris
Universal Sparse Superposition Codes with Spatial Coupling and GAMP Decoding. CoRR (2017)
Erdem Biyik, Jean Barbier, Mohamad Dia
Generalized approximate message-passing decoder for universal sparse superposition codes. ISIT (2017)
Jean Barbier, Nicolas Macris, Mohamad Dia, Florent Krzakala
Mutual Information and Optimality of Approximate Message-Passing in Random Linear Estimation. CoRR (2017)
Jean Barbier, Mohamad Dia, Nicolas Macris
Proof of threshold saturation for spatially coupled sparse superposition codes. ISIT (2016)
Jean Barbier, Mohamad Dia, Nicolas Macris, Florent Krzakala
The Mutual Information in Random Linear Estimation. CoRR (2016)
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)
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 (2016)
Jean Barbier, Mohamad Dia, Nicolas Macris, Florent Krzakala
The mutual information in random linear estimation. Allerton (2016)
Jean Barbier, Mohamad Dia, Nicolas Macris
Proof of Threshold Saturation for Spatially Coupled Sparse Superposition Codes. CoRR (2016)
Jean Barbier, Mohamad Dia, Nicolas Macris
Threshold saturation of spatially coupled sparse superposition codes for all memoryless channels. ITW (2016)
Jean Barbier, Mohamad Dia, Nicolas Macris
Threshold Saturation of Spatially Coupled Sparse Superposition Codes for All Memoryless Channels. CoRR (2016)
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)