Publications

All publications of IPG

A Revisitation of Low-Rate Bounds on the Reliability Function of Discrete Memoryless Channels for List Decoding

M. Bondaschi; M. Dalai 

Ieee Transactions On Information Theory. 2022-05-01. Vol. 68, num. 5, p. 2829-2838. DOI : 10.1109/TIT.2022.3145318.

Mismatched Decoding Reliability Function at Zero Rate

M. Bondaschi; A. G. Fabregas; M. Dalai 

Ieee Transactions On Information Theory. 2022-03-01. Vol. 68, num. 3, p. 1482-1495. DOI : 10.1109/TIT.2021.3131646.

The Gray-Wyner Network and Wyner’s Common Information for Gaussian Sources

E. Sula; M. Gastpar 

Ieee Transactions On Information Theory. 2022-02-01. Vol. 68, num. 2, p. 1369-1384. DOI : 10.1109/TIT.2021.3128187.

Age-Optimal Causal Labeling of Memoryless Processes

Y. Inan; E. Telatar 

2022-01-29

A Functional Perspective on Information Measures

A. R. Esposito / M. C. Gastpar (Dir.)  

Lausanne, EPFL, 2022. 

On the Efficiency of Polar-Like Decoding for Symmetric Codes

K. Ivanov; R. L. Urbanke 

Ieee Transactions On Communications. 2022-01-01. Vol. 70, num. 1, p. 163-170. DOI : 10.1109/TCOMM.2021.3121442.

Secret Key Generation Using Short Blocklength Polar Coding Over Wireless Channels

H. Hentila; Y. Y. Shkel; V. Koivunen 

Ieee Journal Of Selected Topics In Signal Processing. 2022-01-01. Vol. 16, num. 1, p. 144-157. DOI : 10.1109/JSTSP.2021.3129624.

Symmetry in design and decoding of polar-like codes

K. Ivanov / R. Urbanke (Dir.)  

Lausanne, EPFL, 2022. 

Mutual information for low-rank even-order symmetric tensor estimation

C. Luneau; J. Barbier; N. Macris 

Information And Inference-A Journal Of The Ima. 2021-12-01. Vol. 10, num. 4, p. 1167-1207. DOI : 10.1093/imaiai/iaaa022.

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

A Statistical Physics approach to a multi-channel Wigner spiked model

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

Epl. 2021-11-01. Vol. 136, num. 4, p. 48001. DOI : 10.1209/0295-5075/ac4794.

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. Vol. 387, p. 1191–1214. DOI : 10.1007/s00220-021-04165-0.

Bell Diagonal and Werner State Generation: Entanglement, Non-Locality, Steering and Discord on the IBM Quantum Computer

E. Riedel Gårding; N. Schwaller; C. L. Chan; S. Y. Chang; S. Bosch et al. 

Entropy. 2021-06-23. Vol. 23, num. 7, p. 797. DOI : 10.3390/e23070797.

Criticality and conformality in the random dimer model

S. Caracciolo; R. Fabbricatore; M. Gherardi; R. Marino; G. Parisi et al. 

Physical Review E. 2021-04-16. Vol. 103, num. 4, p. 042127. DOI : 10.1103/PhysRevE.103.042127.

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.

Deep Boltzmann Machines: Rigorous Results at Arbitrary Depth

D. Alberici; P. Contucci; E. Mingione 

Annales Henri Poincaré. 2021-02-22. Vol. 22, p. 2619–2642. DOI : 10.1007/s00023-021-01027-2.

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.

Differential Entropy of the Conditional Expectation under Gaussian Noise

A. Atalik; A. Kose; M. Gastpar 

2021-01-01. IEEE Information Theory Workshop (ITW), ELECTR NETWORK, Oct 17-21, 2021. DOI : 10.1109/ITW48936.2021.9611440.

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

Y. Inan; R. Inovan; E. Telatar 

2021-01-01. IEEE Information Theory Workshop (ITW), ELECTR NETWORK, Oct 17-21, 2021. DOI : 10.1109/ITW48936.2021.9611456.

Positioning Left-hand Movement in Violin Performance: A System and User Study of Fingering Pattern Generation

Y-H. Jen; T-P. Chen; S-W. Sun; L. Su 

2021-01-01. 26th International Conference on Intelligent User Interfaces (IUI), ELECTR NETWORK, Apr 13-17, 2021. p. 208-212. DOI : 10.1145/3397481.3450661.

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.

Query Complexity of Adversarial Attacks

G. Gluch; R. Urbanke 

2021-01-01. International Conference on Machine Learning (ICML), ELECTR NETWORK, Jul 18-24, 2021.

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.