| 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 | 203 | 2016 |
| 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 | 100 | 2020 |
| 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 | 93 | 2016 |
| 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 | 38 | 2016 |
| Universal Sparse Superposition Codes with Spatial Coupling and GAMP Decoding J Barbier, M Dia, N Macris IEEE Transactions on Information Theory 2019, 2019 | 31 | 2019 |
| 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 | 30 | 2018 |
| 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 | 23 | 2016 |
| 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 | 19 | 2013 |
| 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 | 16 | 2017 |
| 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 | 12 | 2019 |
| 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 | 6 | 2018 |
| Advances in Neural Information Processing Systems (NIPS) J Barbier, M Dia, N Macris, F Krzakala, T Lesieur, L Zdeborová NeurIPS Proceedings 29, 424-432, 2016 | 3 | 2016 |
| High-Dimensional Inference on Dense Graphs with Applications to Coding Theory and Machine Learning MB Dia EPFL, 2018 | 1 | 2018 |
| 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 |
| LTHC D Alberici, V Aref, JFE Barbier, M Bardet, M Bastani Parizi, M Battilana, ... | | |
Nicolas MacrisEcole Polytechnique Federale LausanneVerified email at epfl.ch
