Nicolas Macris

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 78

Top Venues

CoRR

ISIT

IEEE Trans. Inf. Theory

NeurIPS

Publications

Joon Lee, Nicolas Macris, Jean Bernoulli Ravelomanana, Perrine Vantalon
The PRODSAT phase of random quantum satisfiability. CoRR (2024)
Rodrigo Veiga, Anastasia Remizova, Nicolas Macris
Stochastic Gradient Flow Dynamics of Test Risk and its Exact Solution for Weak Features. CoRR (2024)
Farzad Pourkamali, Nicolas Macris
Rectangular Rotational Invariant Estimator for High-Rank Matrix Estimation. CoRR (2024)
Farzad Pourkamali, Nicolas Macris
Rectangular Rotational Invariant Estimator for General Additive Noise Matrices. ISIT (2023)
Farzad Pourkamali, Jean Barbier, Nicolas Macris
Matrix Inference in Growing Rank Regimes. CoRR (2023)
Farzad Pourkamali, Nicolas Macris
Rectangular Rotational Invariant Estimator for General Additive Noise Matrices. CoRR (2023)
Farzad Pourkamali, Nicolas Macris
Bayesian Extensive-Rank Matrix Factorization with Rotational Invariant Priors. NeurIPS (2023)
Antoine Bodin, Nicolas Macris
Gradient flow on extensive-rank positive semi-definite matrix denoising. ITW (2023)
Raffaele Marino, Nicolas Macris
Solving Non-linear Kolmogorov Equations in Large Dimensions by Using Deep Learning: A Numerical Comparison of Discretization Schemes. J. Sci. Comput. 94 (1) (2023)
Antoine Bodin, Nicolas Macris
Gradient flow on extensive-rank positive semi-definite matrix denoising. CoRR (2023)
Farzad Pourkamali, Nicolas Macris
Bayesian Extensive-Rank Matrix Factorization with Rotational Invariant Priors. CoRR (2023)
Antoine Bodin, Nicolas Macris
Gradient flow in the gaussian covariate model: exact solution of learning curves and multiple descent structures. CoRR (2022)
Farzad Pourkamali, Nicolas Macris
Mismatched Estimation of Non-Symmetric Rank-One Matrices Under Gaussian Noise. ISIT (2022)
Elias Riedel Gårding, Nicolas Schwaller, Chun Lam Chan, Su Yeon Chang, Samuel Bosch, Frédéric Gessler, Willy Robert Laborde, Javier Naya Hernandez, Xinyu Si, Marc-André Dupertuis, Nicolas Macris
Bell Diagonal and Werner State Generation: Entanglement, Non-Locality, Steering and Discord on the IBM Quantum Computer. Entropy 23 (7) (2021)
Antoine Bodin, Nicolas Macris
Rank-one matrix estimation: analytic time evolution of gradient descent dynamics. COLT (2021)
Antoine Bodin, Nicolas Macris
Model, sample, and epoch-wise descents: exact solution of gradient flow in the random feature model. CoRR (2021)
Jean Barbier, Nicolas Macris
Statistical limits of dictionary learning: random matrix theory and the spectral replica method. CoRR (2021)
Antoine Bodin, Nicolas Macris
Rank-one matrix estimation: analytic time evolution of gradient descent dynamics. CoRR (2021)
Farzad Pourkamali, Nicolas Macris
Mismatched Estimation of rank-one symmetric matrices under Gaussian noise. CoRR (2021)
Jean Barbier, Chun Lam Chan, Nicolas Macris
Adaptive Path Interpolation Method for Sparse Systems: Application to a Censored Block Model. IEEE Trans. Inf. Theory 67 (4) (2021)
Antoine Bodin, Nicolas Macris
Model, sample, and epoch-wise descents: exact solution of gradient flow in the random feature model. NeurIPS (2021)
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)
Clément Luneau, Jean Barbier, Nicolas Macris
Information theoretic limits of learning a sparse rule. NeurIPS (2020)
Clément Luneau, Nicolas Macris, Jean Barbier
High-dimensional rank-one nonsymmetric matrix decomposition: the spherical case. ISIT (2020)
Clément Luneau, Jean Barbier, Nicolas Macris
Information theoretic limits of learning a sparse rule. CoRR (2020)
Jean Barbier, Nicolas Macris, Cynthia Rush
All-or-nothing statistical and computational phase transitions in sparse spiked matrix estimation. NeurIPS (2020)
Clément Luneau, Nicolas Macris
Tensor Estimation With Structured Priors. IEEE J. Sel. Areas Inf. Theory 1 (3) (2020)
Jean Barbier, Nicolas Macris, Cynthia Rush
All-or-nothing statistical and computational phase transitions in sparse spiked matrix estimation. CoRR (2020)
Nicolas Macris, Raffaele Marino
Solving non-linear Kolmogorov equations in large dimensions by using deep learning: a numerical comparison of discretization schemes. CoRR (2020)
Clément Luneau, Nicolas Macris
Tensor estimation with structured priors. CoRR (2020)
Clément Luneau, Nicolas Macris, Jean Barbier
High-dimensional rank-one nonsymmetric matrix decomposition: the spherical case. CoRR (2020)
Jean Barbier, Chun Lam Chan, Nicolas Macris
Mutual Information for the Stochastic Block Model by the Adaptive Interpolation Method. CoRR (2019)
Elias Riedel Gårding, Nicolas Schwaller, Su Yeon Chang, Samuel Bosch, Willy Robert Laborde, Javier Naya Hernandez, Chun Lam Chan, Frédéric Gessler, Xinyu Si, Marc-André Dupertuis, Nicolas Macris
Bell Diagonal and Werner state generation: entanglement, non-locality, steering and discord on the IBM quantum computer. CoRR (2019)
Jean Barbier, Clément Luneau, Nicolas Macris
Mutual Information for Low-Rank Even-Order Symmetric Tensor Factorization. ITW (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, Nicolas Macris
The adaptive interpolation method for proving replica formulas. Applications to the Curie-Weiss and Wigner spike models. CoRR (2019)
Rafah El-Khatib, Nicolas Macris, Tom Richardson, Rüdiger L. Urbanke
Displacement Convexity in Spatially Coupled Scalar Recursions. IEEE Trans. Inf. Theory 65 (1) (2019)
Jean Barbier, Clément Luneau, Nicolas Macris
Mutual Information for Low-Rank Even-Order Symmetric Tensor Factorization. CoRR (2019)
Jean Barbier, Nicolas Macris
0-1 phase transitions in sparse spiked matrix estimation. CoRR (2019)
Jean Barbier, Chun Lam Chan, Nicolas Macris
Mutual Information for the Stochastic Block Model by the Adaptive Interpolation Method. ISIT (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)
Marylou Gabrié, Andre Manoel, Clément Luneau, Jean Barbier, Nicolas Macris, Florent Krzakala, Lenka Zdeborová
Entropy and mutual information in models of deep neural networks. NeurIPS (2018)
Marylou Gabrié, Andre Manoel, Clément Luneau, Jean Barbier, Nicolas Macris, Florent Krzakala, Lenka Zdeborová
Entropy and mutual information in models of deep neural networks. CoRR (2018)
Benjamin Aubin, Antoine Maillard, Jean Barbier, Florent Krzakala, Nicolas Macris, Lenka Zdeborová
The committee machine: Computational to statistical gaps in learning a two-layers neural network. CoRR (2018)
Jean Barbier, Nicolas Macris, Antoine Maillard, Florent Krzakala
The Mutual Information in Random Linear Estimation Beyond i.i.d. Matrices. ISIT (2018)
Rafah El-Khatib, Nicolas Macris
The Velocity of the Propagating Wave for Spatially Coupled Systems With Applications to LDPC Codes. IEEE Trans. Inf. Theory 64 (11) (2018)
Jean Barbier, Chun Lam Chan, Nicolas Macris
Adaptive Path Interpolation for Sparse Systems: Application to a Simple Censored Block Model. CoRR (2018)
Jean Barbier, Florent Krzakala, Nicolas Macris, Léo Miolane, Lenka Zdeborová
Optimal Errors and Phase Transitions in High-Dimensional Generalized Linear Models. COLT (2018)
Jean Barbier, Chun Lam Chan, Nicolas Macris
Adaptive Path Interpolation for Sparse Systems: Application to a Simple Censored Block Model. ISIT (2018)
Benjamin Aubin, Antoine Maillard, Jean Barbier, Florent Krzakala, Nicolas Macris, Lenka Zdeborová
The committee machine: Computational to statistical gaps in learning a two-layers neural network. NeurIPS (2018)
Jean Barbier, Nicolas Macris, Antoine Maillard, Florent Krzakala
The Mutual Information in Random Linear Estimation Beyond i.i.d. Matrices. CoRR (2018)
Jean Barbier, Nicolas Macris
I-MMSE relations in random linear estimation and a sub-extensive interpolation method. CoRR (2017)
Jean Barbier, Nicolas Macris, Léo Miolane
The layered structure of tensor estimation and its mutual information. Allerton (2017)
Rafah El-Khatib, Nicolas Macris
The Velocity of the Propagating Wave for General Coupled Scalar Systems. CoRR (2017)
Jean Barbier, Mohamad Dia, Nicolas Macris
Universal Sparse Superposition Codes with Spatial Coupling and GAMP Decoding. CoRR (2017)
Rafah El-Khatib, Nicolas Macris, Tom Richardson, Rüdiger L. Urbanke
Analysis of Coupled Scalar Systems by Displacement Convexity. CoRR (2017)
Jean Barbier, Nicolas Macris, Mohamad Dia, Florent Krzakala
Mutual Information and Optimality of Approximate Message-Passing in Random Linear Estimation. CoRR (2017)
Rafah El-Khatib, Nicolas Macris
The Velocity of the Propagating Wave for Spatially Coupled Systems with Applications to LDPC Codes. CoRR (2017)
Jean Barbier, Nicolas Macris, Léo Miolane
The Layered Structure of Tensor Estimation and its Mutual Information. CoRR (2017)
Chun Lam Chan, Nicolas Macris
Stability threshold and phase transition of generalized censored block models. ITW (2017)
Jean Barbier, Nicolas Macris
I-MMSE relations in random linear estimation and a sub-extensive interpolation method. ISIT (2017)
Rafah El-Khatib, Nicolas Macris
The Velocity of the Decoding Wave for Spatially Coupled Codes on BMS Channels. CoRR (2017)
Rafah El-Khatib, Nicolas Macris, Tom Richardson, Rüdiger L. Urbanke
Displacement Convexity in Spatially Coupled Scalar Recursions. CoRR (2017)
Jean Barbier, Nicolas Macris
The stochastic interpolation method: A simple scheme to prove replica formulas in Bayesian inference. CoRR (2017)
Jean Barbier, Florent Krzakala, Nicolas Macris, Léo Miolane, Lenka Zdeborová
Phase Transitions, Optimal Errors and Optimality of Message-Passing in Generalized Linear Models. CoRR (2017)
Nicolas Macris, Marc Vuffray
The Bethe Free Energy Allows to Compute the Conditional Entropy of Graphical Code Instances: A Proof From the Polymer Expansion. IEEE Trans. Inf. Theory 62 (7) (2016)
Jean Barbier, Mohamad Dia, Nicolas Macris
Proof of threshold saturation for spatially coupled sparse superposition codes. ISIT (2016)
Rafah El-Khatib, Nicolas Macris
The velocity of the propagating wave for general coupled scalar systems. ITW (2016)
Jean Barbier, Mohamad Dia, Nicolas Macris, Florent Krzakala
The Mutual Information in Random Linear Estimation. CoRR (2016)
Rafah El-Khatib, Nicolas Macris
The velocity of the decoding wave for spatially coupled codes on BMS channels. ISIT (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)
Dimitris Achlioptas, Seyed Hamed Hassani, Nicolas Macris, Rüdiger L. Urbanke
Bounds for Random Constraint Satisfaction Problems via Spatial Coupling. SODA (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)
Andrei Giurgiu, Nicolas Macris, Rüdiger L. Urbanke
Spatial Coupling as a Proof Technique and Three Applications. IEEE Trans. Inf. Theory 62 (10) (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)
Vahid Aref, Nicolas Macris, Marc Vuffray
Approaching the Rate-Distortion Limit With Spatial Coupling, Belief Propagation, and Decimation. IEEE Trans. Inf. Theory 61 (7) (2015)
Santhosh Kumar, Andrew J. Young, Nicolas Macris, Henry D. Pfister
Threshold Saturation for Spatially Coupled LDPC and LDGM Codes on BMS Channels. IEEE Trans. Inf. Theory 60 (12) (2014)
Rafah El-Khatib, Nicolas Macris, Tom Richardson, Rüdiger L. Urbanke
Analysis of coupled scalar systems by displacement convexity. ISIT (2014)
Andrei Giurgiu, Nicolas Macris, Rüdiger L. Urbanke
And now to something completely different: Spatial coupling as a proof technique. ISIT (2013)
Santhosh Kumar, Andrew J. Young, Nicolas Macris, Henry D. Pfister
Threshold Saturation for Spatially-Coupled LDPC and LDGM Codes on BMS Channels. CoRR (2013)
Nicolas Macris, Marc Vuffray
The Bethe Free Energy Allows to Compute the Conditional Entropy of Graphical Code Instances. A Proof from the Polymer Expansion. CoRR (2013)
Vahid Aref, Nicolas Macris, Marc Vuffray
Approaching the Rate-Distortion Limit with Spatial Coupling, Belief propagation and Decimation. CoRR (2013)
Seyed Hamed Hassani, Nicolas Macris, Rüdiger L. Urbanke
The Space of Solutions of Coupled XORSAT Formulae CoRR (2013)
Rafah El-Khatib, Nicolas Macris, Rüdiger L. Urbanke
Displacement Convexity, A Useful Framework for the Study of Spatially Coupled Codes CoRR (2013)
Rafah El-Khatib, Nicolas Macris, Rüdiger L. Urbanke
Displacement convexity - A useful framework for the study of spatially coupled codes. ITW (2013)
Seyed Hamed Hassani, Nicolas Macris, Rüdiger L. Urbanke
The space of solutions of coupled XORSAT formulae. ISIT (2013)
Andrei Giurgiu, Nicolas Macris, Rüdiger L. Urbanke
Spatial Coupling as a Proof Technique CoRR (2013)
Vahid Aref, Nicolas Macris, Marc Vuffray
Approaching the rate-distortion limit by spatial coupling with belief propagation and decimation. ISIT (2013)
Santhosh Kumar, Andrew J. Young, Nicolas Macris, Henry D. Pfister
A Proof of Threshold Saturation for Spatially-Coupled LDPC Codes on BMS Channels CoRR (2013)
Nicolas Macris, Marc Vuffray
Beyond the Bethe Free Energy of LDPC Codes via Polymer Expansions CoRR (2012)
Santhosh Kumar, Andrew J. Young, Nicolas Macris, Henry D. Pfister
A proof of threshold saturation for spatially-coupled LDPC codes on BMS channels. Allerton Conference (2012)
Nicolas Macris, Marc Vuffray
Polymer Expansions for Cycle LDPC Codes CoRR (2012)
Vahid Aref, Nicolas Macris, Rüdiger L. Urbanke, Marc Vuffray
Lossy Source Coding via Spatially Coupled LDGM Ensembles CoRR (2012)
Vahid Aref, Nicolas Macris, Rüdiger L. Urbanke, Marc Vuffray
Lossy source coding via spatially coupled LDGM ensembles. ISIT (2012)
Nicolas Macris, Marc Vuffray
Beyond the Bethe free energy of LDPC codes via polymer expansions. ISIT (2012)
Andrei Giurgiu, Nicolas Macris, Rüdiger L. Urbanke
How to prove the Maxwell conjecture via spatial coupling - A proof of concept. ISIT (2012)
Seyed Hamed Hassani, Nicolas Macris, Ryuhei Mori
Near concavity of the growth rate for coupled LDPC chains. ISIT (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Nicolas Macris