Publications

All publications of IPG

Compute-Forward for DMCs: Simultaneous Decoding of Multiple Combinations

S. H. Lim; C. Feng; A. Pastore; B. Nazer; M. Gastpar 

Ieee Transactions On Information Theory. 2020-10-01. Vol. 66, num. 10, p. 6242-6255. DOI : 10.1109/TIT.2020.3009634.

Caching (Bivariate) Gaussians

G. J. O. ‘. Veld; M. Gastpar 

Ieee Transactions On Information Theory. 2020-10-01. Vol. 66, num. 10, p. 6150-6168. DOI : 10.1109/TIT.2020.3001176.

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. 2020-07-01. Vol. 66, num. 7, p. 4270-4303. DOI : 10.1109/TIT.2020.2990880.

An Operational Approach to Information Leakage

I. Issa; A. B. Wagner; S. Kamath 

Ieee Transactions On Information Theory. 2020-03-01. Vol. 66, num. 3, p. 1625-1657. DOI : 10.1109/TIT.2019.2962804.

Robust Generalization via $\alpha$-Mutual Information

A. R. Esposito; M. C. Gastpar; I. Issa 

2020-02-26. International Zurich Seminar on Information and Communication (IZS), February 26 – 28, 2020, Zurich, Germany, February 26–28, 2020. p. 96-100.

Annealing and Replica-Symmetry in Deep Boltzmann Machines

D. Alberici; A. Barra; P. Contucci; E. Mingione 

Journal Of Statistical Physics. 2020-02-05. DOI : 10.1007/s10955-020-02495-2.

Finite-Level Quantization Procedures for Construction and Decoding of Polar Codes

Y. Inan; E. Telatar 

2020-01-12. 

Cooperative Data Exchange and Private Information Retrieval

S. Li / M. C. Gastpar (Dir.)  

Lausanne, EPFL, 2020. 

The Optimal Memory-Rate Trade-Off for the Non-Uniform Centralized Caching Problem With Two Files Under Uncoded Placement

S. Sahraei; P. Quinton; M. Gastpar 

Ieee Transactions On Information Theory. 2019-12-01. Vol. 65, num. 12, p. 7756-7770. DOI : 10.1109/TIT.2019.2930692.

Entropy and mutual information in models of deep neural networks

M. Gabrie; A. Manoel; C. Luneau; J. Barbier; N. Macris et al. 

Journal Of Statistical Mechanics-Theory And Experiment. 2019-12-01. Vol. 2019, num. 12, p. 124014. DOI : 10.1088/1742-5468/ab3430.

The committee machine: computational to statistical gaps in learning a two-layers neural network

B. Aubin; A. Maillard; J. Barbier; F. Krzakala; N. Macris et al. 

Journal Of Statistical Mechanics-Theory And Experiment. 2019-12-01. Vol. 2019, num. 12, p. 124023. DOI : 10.1088/1742-5468/ab43d2.

Entropic Matroids and Their Representation

E. Abbe; S. Spirkl 

Entropy. 2019-10-01. Vol. 21, num. 10, p. 948. DOI : 10.3390/e21100948.

A New Coding Paradigm for the Primitive Relay Channel

M. Mondelli; S. H. Hassani; R. Urbanke 

Algorithms. 2019-10-01. Vol. 12, num. 10, p. 218. DOI : 10.3390/a12100218.

Quantifying high-order interdependencies via multivariate extensions of the mutual information

F. E. Rosas; P. A. M. Mediano; M. Gastpar; H. J. Jensen 

Physical Review E. 2019-09-13. Vol. 100, num. 3, p. 032305. DOI : 10.1103/PhysRevE.100.032305.

Near-Optimal Finite-Length Scaling for Polar Codes Over Large Alphabets

H. D. Pfister; R. L. Urbanke 

Ieee Transactions On Information Theory. 2019-09-01. Vol. 65, num. 9, p. 5643-5655. DOI : 10.1109/TIT.2019.2915595.

The adaptive interpolation method: a simple scheme to prove replica formulas in Bayesian inference

J. Barbier; N. Macris 

Probability Theory And Related Fields. 2019-08-01. Vol. 174, num. 3-4, p. 1133-1185. DOI : 10.1007/s00440-018-0879-0.

The adaptive interpolation method for proving replica formulas. Applications to the Curie-Weiss and Wigner spike models

J. Barbier; N. Macris 

Journal Of Physics A-Mathematical And Theoretical. 2019-07-19. Vol. 52, num. 29, p. 294002. DOI : 10.1088/1751-8121/ab2735.

Towards an Algebraic Network Information Theory: Distributed Lossy Computation of Linear Functions

S. H. Lim; C. Feng; A. Pastore; B. Nazer; M. Gastpar 

2019-07-07. 2019 IEEE International Symposium on Information Theory (ISIT), Paris, France, July 7-12, 2019. p. 1827-1831. DOI : 10.1109/ISIT.2019.8849363.

Successive Refinement to Caching for Dynamic Content

P. Sen; M. Gastpar 

2019-07-07. 2019 IEEE International Symposium on Information Theory (ISIT), Paris, France, July 7-12, 2019. p. 2484-2488. DOI : 10.1109/ISIT.2019.8849619.

Strengthened Information-theoretic Bounds on the Generalization Error

I. Issa; A. R. Esposito; M. Gastpar 

2019-07-07. 2019 IEEE International Symposium on Information Theory (ISIT), Paris, France, July 7 – 12, 2019. p. 582-586. DOI : 10.1109/ISIT.2019.8849834.

A new analysis approach for T-2 relaxometry myelin water quantification: Orthogonal Matching Pursuit

G. S. Drenthen; W. H. Backes; A. P. Aldenkamp; G. J. Op ‘t Veld; J. F. A. Jansen 

Magnetic Resonance In Medicine. 2019-05-01. Vol. 81, num. 5, p. 3292-3303. DOI : 10.1002/mrm.27600.

Construction of Polar Codes With Sublinear Complexity

M. Mondelli; S. H. Hassani; R. L. Urbanke 

Ieee Transactions On Information Theory. 2019-05-01. Vol. 65, num. 5, p. 2782-2791. DOI : 10.1109/TIT.2018.2889667.

Shape staggering of midshell mercury isotopes from in-source laser spectroscopy compared with density-functional-theory and Monte Carlo shell-model calculations

S. Sels; T. D. Goodacre; B. A. Marsh; A. Pastore; W. Ryssens et al. 

Physical Review C. 2019-04-12. Vol. 99, num. 4, p. 044306. DOI : 10.1103/PhysRevC.99.044306.

Optimal errors and phase transitions in high-dimensional generalized linear models

J. Barbier; F. Krzakala; N. Macris; L. Miolane; L. Zdeborova 

Proceedings of the National Academy of Sciences. 2019-03-19. Vol. 116, num. 12, p. 5451-5460. DOI : 10.1073/pnas.1802705116.

Learning and Adaptive Data Analysis via Maximal Leakage

A. R. Esposito; M. Gastpar; I. Issa 

2019-01-01. IEEE Information Theory Workshop (ITW), Visby, SWEDEN, Aug 25-28, 2019. p. 324-328. DOI : 10.1109/ITW44776.2019.8989057.

Relaxed Wyner’s Common Information

M. Gastpar; E. Sula 

2019-01-01. IEEE Information Theory Workshop (ITW), Visby, SWEDEN, Aug 25-28, 2019. p. 489-493.

Mixing of Hamiltonian Monte Carlo on strongly log-concave distributions 2: Numerical integrators

O. Mangoubi; A. Smith 

2019-01-01. 22nd International Conference on Artificial Intelligence and Statistics (AISTATS), Naha, JAPAN, Apr 16-18, 2019. p. 586-595.

Online Matching with General Arrivals

B. Gamlath; M. Kapralov; A. Maggiori; O. Svensson; D. Wajc 

2019-01-01. 60th IEEE Annual Symposium on Foundations of Computer Science (FOCS), Baltimore, MD, Nov 09-12, 2019. p. 26-37. DOI : 10.1109/FOCS.2019.00011.

Statistical Physics Methods for Community Detection

C. L. Chan / N. Macris (Dir.)  

Lausanne, EPFL, 2019. 

Systems and methods for rate-compatible polar codes for general channels

M. Mondelli; H. Hassani; I. Maric; S. Hong; D. Hui 

US2020235851; CN110249559; EP3535889; WO2018083647.

2019.

Mutual Information for the Stochastic Block Model by the Adaptive Interpolation Method

J. Barbier; C. L. Chan; N. Macris 

2019-01-01. IEEE International Symposium on Information Theory (ISIT), Paris, FRANCE, Jul 07-12, 2019. p. 405-409.

Subadditivity Beyond Trees and the Chi-Squared Mutual Information

E. Abbe; E. B. Adsera 

2019-01-01. IEEE International Symposium on Information Theory (ISIT), Paris, FRANCE, Jul 07-12, 2019. p. 697-701.

Optimal Age over Erasure Channels

E. Najm; E. Telatar; R. Nasser 

2019-01-01. IEEE International Symposium on Information Theory (ISIT), Paris, France, July 07-12, 2019. p. 335-339.

Permutation-based Decoding of Reed-Muller Codes in Binary Erasure Channel

K. Ivanov; R. Urbanke 

2019-01-01. IEEE International Symposium on Information Theory (ISIT), Paris, FRANCE, Jul 07-12, 2019. p. 21-25.

From LDPC Block to LDPC Convolutional Codes: Capacity, Stability, and Universality

W. Liu / R. Urbanke (Dir.)  

Lausanne, EPFL, 2019. 

Classification with Fairness Constraints: A Meta-Algorithm with Provable Guarantees

L. E. Celis; L. Huang; V. Keswani; N. K. Vishnoi 

2019-01-01. ACM Conference on Fairness, Accountability, and Transparency (FAT), Atlanta, GA, Jan 29-31, 2019. p. 319-328. DOI : 10.1145/3287560.3287586.

Remote Source Coding Under Gaussian Noise: Dueling Roles of Power and Entropy Power

K. Eswaran; M. C. Gastpar 

IEEE Transactions on Information Theory. 2019. Vol. 65, num. 7, p. 4486-4498. DOI : 10.1109/TIT.2019.2897842.

Compute–Forward Multiple Access (CFMA): Practical Implementations

E. Sula; J. Zhu; A. Pastore; S. H. Lim; M. Gastpar 

IEEE Transactions on Communications. 2019. Vol. 67, num. 2, p. 1133-1147. DOI : 10.1109/TCOMM.2018.2874240.

Bits through Time

E. Najm / E. Telatar (Dir.)  

Lausanne, EPFL, 2019. 

Displacement Convexity in Spatially Coupled Scalar Recursions

R. El-Khatib; N. Macris; T. Richardson; R. Urbanke 

Ieee Transactions On Information Theory. 2019-01-01. Vol. 65, num. 1, p. 604-621. DOI : 10.1109/TIT.2018.2864728.

Communication Versus Computation: Duality for Multiple-Access Channels and Source Coding

J. Zhu; S. H. Lim; M. C. Gastpar 

IEEE Transactions on Information Theory. 2019. Vol. 65, num. 1, p. 292-301. DOI : 10.1109/TIT.2018.2849971.

The Velocity of the Propagating Wave for Spatially Coupled Systems With Applications to LDPC Codes

R. El-Khatib; N. Macris 

Ieee Transactions On Information Theory. 2018-11-01. Vol. 64, num. 11, p. 7113-7131. DOI : 10.1109/TIT.2018.2859412.

A Joint Typicality Approach to Compute–Forward

S. H. Lim; C. Feng; A. Pastore; B. Nazer; M. C. Gastpar 

IEEE Transactions on Information Theory. 2018-09-24. Vol. 64, num. 12, p. 7657-7685. DOI : 10.1109/TIT.2018.2872053.

On Simple Scattering and Diffraction Models using Point Cloud Maps for Channel Model or Coverage Predictions

J-F. Wagen; K. Kruzelecki 

2018-01-01. 88th IEEE Vehicular Technology Conference (VTC-Fall), Chicago, IL, Aug 27-30, 2018.

Entropy and mutual information in models of deep neural networks

M. Gabrie; A. Manoel; C. Luneau; J. Barbier; N. Macris et al. 

2018-01-01. 32nd Conference on Neural Information Processing Systems (NIPS), Montreal, CANADA, Dec 02-08, 2018.

The committee machine: Computational to statistical gaps in learning a two-layers neural network

B. Aubin; A. Maillard; J. Barbier; F. Krzakala; N. Macris et al. 

2018-01-01. 32nd Conference on Neural Information Processing Systems (NIPS), Montreal, CANADA, Dec 02-08, 2018.

Resource Allocation for Underlaying Device-to-Device Communications Using Maximal Independent Sets and Knapsack Algorithm

A. Kose; B. Ozbek 

2018-01-01. 29th IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Bologna, ITALY, Sep 09-12, 2018.

Single-server Multi-message Private Information Retrieval with Side Information

S. Li; M. Gastpar 

2018-01-01. 56th Annual Allerton Conference on Communication, Control, and Computing (Allerton), Monticello, IL, Oct 02-05, 2018. p. 173-179.

Dimensionally Tight Bounds for Second-Order Hamiltonian Monte Carlo

O. Mangoubi; N. K. Vishnoi 

2018-01-01. 32nd Conference on Neural Information Processing Systems (NIPS), Montreal, CANADA, Dec 02-08, 2018.

Autoroute et aménagement du territoire vaudois. Une coordination impossible?

B. Marchand 

Vaud du ciel; Lausanne: PPUR, 2018. p. 113-138.