Publications

All publications of IPG

The Stability of Low-Density Parity-Check Codes and Some of its Consequences

W. Liu; R. Urbanke 

Ieee Transactions On Information Theory. 2021-12-01. Vol. 67, num. 12, p. 7782-7806. DOI : 10.1109/TIT.2021.3119392.

Almost-Reed-Muller Codes Achieve Constant Rates for Random Errors

E. Abbe; J. Hazla; I. Nachum 

Ieee Transactions On Information Theory. 2021-12-01. Vol. 67, num. 12, p. 8034-8050. DOI : 10.1109/TIT.2021.3116663.

A Fundamental Limit of Distributed Hypothesis Testing Under Memoryless Quantization

Y. Inan; M. Kayaalp; A. H. Sayed; E. Telatar 

2021-11-12

Learning from survey propagation: a neural network for MAX-E-3-SAT

R. Marino 

Machine Learning-Science And Technology. 2021-09-01. Vol. 2, num. 3, p. 035032. DOI : 10.1088/2632-2153/ac0496.

The Solution of the Deep Boltzmann Machine on the Nishimori Line

D. Alberici; F. Camilli; P. Contucci; E. Mingione 

Communications In Mathematical Physics. 2021-07-27. DOI : 10.1007/s00220-021-04165-0.

Adaptive Path Interpolation Method for Sparse Systems: Application to a Censored Block Model

J. Barbier; C. L. Chan; N. Macris 

Ieee Transactions On Information Theory. 2021-04-01. Vol. 67, num. 4, p. 2093-2114. DOI : 10.1109/TIT.2021.3052524.

Secrecy by Design With Applications to Privacy and Compression

Y. Y. Shkel; R. S. Blum; H. V. Poor 

Ieee Transactions On Information Theory. 2021-02-01. Vol. 67, num. 2, p. 824-843. DOI : 10.1109/TIT.2020.3041224.

Common Information Components Analysis

E. Sula; M. C. Gastpar 

Entropy. 2021-02-01. Vol. 23, num. 2, p. 151. DOI : 10.3390/e23020151.

The Multi-species Mean-Field Spin-Glass on the Nishimori Line

D. Alberici; F. Camilli; P. Contucci; E. Mingione 

Journal Of Statistical Physics. 2021-01-02. Vol. 182, num. 1, p. 2. DOI : 10.1007/s10955-020-02684-z.

Learning, compression, and leakage: Minimising classification error via meta-universal compression principles

F. E. Rosas; P. A. M. Mediano; M. Gastpar 

2021-01-01. IEEE Information Theory Workshop (ITW), ELECTR NETWORK, Apr 11-15, 2021. DOI : 10.1109/ITW46852.2021.9457579.

Secret Key Generation Over Wireless Channels Using Short Blocklength Multilevel Source Polar Coding

H. Hentila; Y. Y. Shkel; V. Koivunen 

2021-01-01. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), ELECTR NETWORK, Jun 06-11, 2021. p. 2615-2619. DOI : 10.1109/ICASSP39728.2021.9415041.

A Discretization Approach to Compute-Forward

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

2021-01-01. IEEE International Symposium on Information Theory (ISIT), ELECTR NETWORK, Jul 12-20, 2021. p. 2208-2213. DOI : 10.1109/ISIT45174.2021.9518259.

Zero-rate Reliability Function for Mismatched Decoding

M. Bondaschi; A. Guillen i Fabregas; M. Dalai 

2021-01-01. IEEE International Symposium on Information Theory (ISIT), ELECTR NETWORK, Jul 12-20, 2021. p. 1142-1146. DOI : 10.1109/ISIT45174.2021.9517804.

Lower bound on relaxed Wyner’s Common Information

E. Sula; M. Gastpar 

2021-01-01. IEEE International Symposium on Information Theory (ISIT), ELECTR NETWORK, Jul 12-20, 2021. p. 1510-1515. DOI : 10.1109/ISIT45174.2021.9518172.

Lower-bounds on the Bayesian Risk in estimation procedures via Sibson’s alpha-Mutual Information

A. R. Esposito; M. Gastpar 

2021-01-01. IEEE International Symposium on Information Theory (ISIT), ELECTR NETWORK, Jul 12-20, 2021. p. 748-753. DOI : 10.1109/ISIT45174.2021.9517954.

On conditional Sibson’s alpha-Mutual Information

A. R. Esposito; D. Wu; M. Gastpar 

2021-01-01. IEEE International Symposium on Information Theory (ISIT), ELECTR NETWORK, Jul 12-20, 2021. p. 1796-1801. DOI : 10.1109/ISIT45174.2021.9517944.

On Calculating the Minimum Rate for the Cooperative Data Exchange Problem Over Fully Connected Networks

S. Li; M. C. Gastpar 

IEEE Transactions on Communications. 2021. Vol. 69, num. 9, p. 5817-5827. DOI : 10.1109/TCOMM.2021.3088527.

Generalization Error Bounds Via Rényi-, f-Divergences and Maximal Leakage

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

IEEE Transactions on Information Theory. 2021. Vol. 67, num. 8, p. 4986 – 5004. DOI : 10.1109/TIT.2021.3085190.

Locally Differentially-Private Randomized Response for Discrete Distribution Learning

A. Pastore; M. C. Gastpar 

Journal of Machine Learning Research. 2021. Vol. 22, num. 132, p. 1−56.

Optimizing Gain Shaping Filters with Neural Networks for Maximum Cable Capacity under Electrical Power Constraints

J. Cho; G. Raybon; E. Burrows; J-C. Antona; N. Fontaine et al. 

2021-01-01. European Conference on Optical Communications (ECOC), ELECTR NETWORK, Dec 06-10, 2020. DOI : 10.1109/ECOC48923.2020.9333383.

Feedback and Common Information: Bounds and Capacity for Gaussian Networks

E. Sula / M. C. Gastpar (Dir.)  

Lausanne, EPFL, 2021. 

Optimal Policies for Age and Distortion in a Discrete-Time Model

Y. Inan; R. Inovan; E. Telatar 

2021

Statistical limits of high-dimensional inference problems

C. D. Luneau / N. Macris (Dir.)  

Lausanne, EPFL, 2021. 

Fast Block Sequential Decoding of Polar Codes

G. Trofimiuk; N. Iakuba; S. Rets; K. Ivanov; P. Trifonov 

Ieee Transactions On Vehicular Technology. 2020-10-01. Vol. 69, num. 10, p. 10988-10999. DOI : 10.1109/TVT.2020.3006369.

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.

Concentration of Multi-overlaps for Random Dilute Ferromagnetic Spin Models

J. Barbier; C. L. Chan; N. Macris 

Journal Of Statistical Physics. 2020-09-01. Vol. 180, num. 1-6, p. 534-557. DOI : 10.1007/s10955-019-02470-6.

Supply-Power-Constrained Cable Capacity Maximization Using Multi-Layer Neural Networks

J. Cho; S. Chandrasekhar; E. Sula; S. Olsson; E. Burrows et al. 

Journal Of Lightwave Technology. 2020-07-15. Vol. 38, num. 14, p. 3652-3662. DOI : 10.1109/JLT.2020.2977569.

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.

Content Based Status Updates

E. Najm; R. Nasser; E. Telatar 

Ieee Transactions On Information Theory. 2020-06-01. Vol. 66, num. 6, p. 3846-3863. DOI : 10.1109/TIT.2019.2950212.

Sum-Rate Capacity for Symmetric Gaussian Multiple Access Channels With Feedback

E. Sula; M. Gastpar; G. Kramer 

Ieee Transactions On Information Theory. 2020-05-01. Vol. 66, num. 5, p. 2860-2871. DOI : 10.1109/TIT.2019.2957808.

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. Vol. 180, p. 665–677. 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. IEEE International Symposium on Information Theory (ISIT), Virtual Conference, Jun 21-26, 2020. p. 425-430.

High-dimensional rank-one nonsymmetric matrix decomposition: the spherical case

C. Luneau; N. Macris; J. Barbier 

2020-01-01. IEEE International Symposium on Information Theory (ISIT), ELECTR NETWORK, Jun 21-26, 2020. p. 2646-2651. DOI : 10.1109/ISIT44484.2020.9174104.

Second-order asymptotics of quantum data compression from partially-smoothed conditional entropy

D. Abdelhadi; J. M. Renes 

2020-01-01. IEEE International Symposium on Information Theory (ISIT), ELECTR NETWORK, Jun 21-26, 2020. p. 1846-1851. DOI : 10.1109/ISIT44484.2020.9173948.

A compression perspective on secrecy measures

Y. Y. Shkel; H. V. Poor 

2020-01-01. IEEE International Symposium on Information Theory (ISIT), ELECTR NETWORK, Jun 21-26, 2020. p. 995-1000. DOI : 10.1109/ISIT44484.2020.9173959.

On the dependency between the code symmetries and the decoding efficiency

K. Ivanov; R. Urbanke 

2020-01-01. International Symposium on Information Theory and its Applications (ISITA), ELECTR NETWORK, Oct 24-27, 2020. p. 195-199.

On the Universality of Low-Density Parity-Check Block Codes

W. Liu; R. Urbanke 

2020-01-01. 54th Annual Conference on Information Sciences and Systems (CISS), Princeton, NJ, Mar 18-20, 2020. p. 86-91. DOI : 10.1109/CISS48834.2020.1570617344.

Maximizing Fiber Cable Capacity Under A Supply Power Constraint Using Deep Neural Networks

J. Cho; S. Chandrasekhar; E. Sula; S. Olsson; E. Burrows et al. 

2020-01-01. Optical Fiber Communications Conference and Exposition (OFC), San Diego, CA, Mar 08-12, 2020.

Common Information Components Analysis

M. C. Gastpar; E. Sula 

2020. Information Theory and Applications Workshop (ITA), San Diego, CA, USA, February 8-10, 2020. p. 1-5. DOI : 10.1109/ITA50056.2020.9244993.

Single-server Multi-message Private Information Retrieval with Side Information: the General Cases

S. Li; M. C. Gastpar 

2020. International Symposium on Information Theory (ISIT), Virtual Conference. Los Angeles, CA, USA, June 21-26, 2020. p. 1083-1088. DOI : 10.1109/ISIT44484.2020.9174126.

Successive Refinement to Caching for Dynamic Requests

P. Sen; M. C. Gastpar; Y-H. Kim 

2020. International Symposium on Information Theory (ISIT), Virtual Conference. Los Angeles, CA, USA, June 21-26, 2020. p. 1711-1716. DOI : 10.1109/ISIT44484.2020.9174037.

Robust Generalization via f−Mutual Information

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

2020. International Symposium on Information Theory (ISIT), Virtual Conference. Los Angeles, CA, USA, June 21-26, 2020. p. 2723-2728. DOI : 10.1109/ISIT44484.2020.9174117.

The Gaussian lossy Gray-Wyner network

E. Sula; M. C. Gastpar 

2020. 54th Annual Conference on Information Sciences and Systems (CISS), Princeton, NJ, USA, May 18–20, 2020. p. 1-6. DOI : 10.1109/CISS48834.2020.1570617017.

Converse for Multi-Server Single-Message PIR with Side Information

S. Li; M. C. Gastpar 

2020. 54th Annual Conference on Information Sciences and Systems (CISS), Princeton, NJ, USA, March 18-20, 2020. p. 1-6. DOI : 10.1109/CISS48834.2020.1570612786.

On Polar Coding For Finite Blocklength Secret Key Generation Over Wireless Channels

H. Hentila; Y. Y. Shkel; V. Koivunen; H. V. Poor 

2020-01-01. IEEE International Conference on Acoustics, Speech, and Signal Processing, Barcelona, SPAIN, May 04-08, 2020. p. 5265-5269. DOI : 10.1109/ICASSP40776.2020.9054247.

Constructing a provably adversarially-robust classifier from a high accuracy one

G. Gluch; R. Urbanke 

2020-01-01. 23rd International Conference on Artificial Intelligence and Statistics (AISTATS), ELECTR NETWORK, Aug 26-28, 2020. p. 3674-3683.

Cooperative Data Exchange and Private Information Retrieval

S. Li / M. C. Gastpar (Dir.)  

Lausanne, EPFL, 2020.