Mohamad Dia

22 papers A* 1B 4Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A* conf
SAND: One-Shot Feature Selection with Additive Noise Distortion.
ICML
Pedram Pad, Hadi Hammoud, Mohamad Dia, Nadim Maamari, Liza Andrea Dunbar
2025 J jnl
SAND: One-Shot Feature Selection with Additive Noise Distortion.
CoRR
Pedram Pad, Hadi Hammoud, Mohamad Dia, Nadim Maamari, L. Andrea Dunbar
2020 J jnl
Mutual Information and Optimality of Approximate Message-Passing in Random Linear Estimation.
IEEE Trans. Inf. Theory
Jean Barbier, Nicolas Macris, Mohamad Dia, Florent Krzakala
2019 J jnl
Galaxy Image Simulation Using Progressive GANs.
CoRR
Mohamad Dia, Elodie Savary, Martin Melchior, Frederic Courbin
2019 J jnl
Universal Sparse Superposition Codes With Spatial Coupling and GAMP Decoding.
IEEE Trans. Inf. Theory
Jean Barbier, Mohamad Dia, Nicolas Macris
2018 B conf
A Compressed Sensing Approach for Distribution Matching.
ISIT
Mohamad Dia, Vahid Aref, Laurent Schmalen
2018 J jnl
A Compressed Sensing Approach for Distribution Matching.
CoRR
Mohamad Dia, Vahid Aref, Laurent Schmalen
2018 — —
High-Dimensional Inference on Dense Graphs with Applications to Coding Theory and Machine Learning.
Mohamad Dia
2018 J jnl
Rank-one matrix estimation: analysis of algorithmic and information theoretic limits by the spatial coupling method.
CoRR
Jean Barbier, Mohamad Dia, Nicolas Macris, Florent Krzakala, Lenka Zdeborová
2017 J jnl
Generalized Approximate Message-Passing Decoder for Universal Sparse Superposition Codes.
CoRR
Erdem Biyik, Jean Barbier, Mohamad Dia
2017 B conf
Generalized approximate message-passing decoder for universal sparse superposition codes.
ISIT
Erdem Biyik, Jean Barbier, Mohamad Dia
2017 J jnl
Mutual Information and Optimality of Approximate Message-Passing in Random Linear Estimation.
CoRR
Jean Barbier, Nicolas Macris, Mohamad Dia, Florent Krzakala
2017 J jnl
Universal Sparse Superposition Codes with Spatial Coupling and GAMP Decoding.
CoRR
Jean Barbier, Mohamad Dia, Nicolas Macris
2016 — conf
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula.
NIPS
Jean Barbier, Mohamad Dia, Nicolas Macris, Florent Krzakala, Thibault Lesieur, Lenka Zdeborová
2016 J jnl
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula.
CoRR
Jean Barbier, Mohamad Dia, Nicolas Macris, Florent Krzakala, Thibault Lesieur, Lenka Zdeborová
2016 J jnl
Proof of Threshold Saturation for Spatially Coupled Sparse Superposition Codes.
CoRR
Jean Barbier, Mohamad Dia, Nicolas Macris
2016 B conf
Proof of threshold saturation for spatially coupled sparse superposition codes.
ISIT
Jean Barbier, Mohamad Dia, Nicolas Macris
2016 J jnl
The Mutual Information in Random Linear Estimation.
CoRR
Jean Barbier, Mohamad Dia, Nicolas Macris, Florent Krzakala
2016 — conf
The mutual information in random linear estimation.
Allerton
Jean Barbier, Mohamad Dia, Nicolas Macris, Florent Krzakala
2016 J jnl
Threshold Saturation of Spatially Coupled Sparse Superposition Codes for All Memoryless Channels.
CoRR
Jean Barbier, Mohamad Dia, Nicolas Macris
2016 B conf
Threshold saturation of spatially coupled sparse superposition codes for all memoryless channels.
ITW
Jean Barbier, Mohamad Dia, Nicolas Macris
2013 — conf
On the Design of Energy-Aware 3G/WiFi Heterogeneous Networks under Realistic Conditions.
AINA Workshops
Sireen Taleb, Mohamad Dia, Jamal Farhat, Zaher Dawy, Hazem M. Hajj