Publications

 

 

All publications of IPG

Random matrix methods for high-dimensional machine learning models

A. P. M. Bodin / N. Macris (Dir.)  

Lausanne, EPFL, 2024. 

Beyond worst-case analysis, with or without predictions

A. Maggiori / R. Urbanke; O. N. A. Svensson (Dir.)  

Lausanne, EPFL, 2023. 

On the Efficiency of Polar-Like Decoding for Symmetric Codes

K. Ivanov; R. L. Urbanke 

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

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. 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. Vol. 67, num. 12, p. 7782 – 7806. DOI : 10.1109/TIT.2021.3119392.

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

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

Epl. 2021. 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. 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. 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. 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. 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. 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. Vol. 22, p. 2619 – 2642. DOI : 10.1007/s00023-021-01027-2.

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

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

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

Statistical limits of high-dimensional inference problems

C. D. Luneau / N. Macris (Dir.)  

Lausanne, EPFL, 2021. 

Query Complexity of Adversarial Attacks

G. Gluch; R. Urbanke 

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

Fast Block Sequential Decoding of Polar Codes

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

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

Concentration of Multi-overlaps for Random Dilute Ferromagnetic Spin Models

J. Barbier; C. L. Chan; N. Macris 

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

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. Vol. 66, num. 7, p. 4270 – 4303. DOI : 10.1109/TIT.2020.2990880.

Annealing and Replica-Symmetry in Deep Boltzmann Machines

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

Journal Of Statistical Physics. 2020. Vol. 180, p. 665 – 677. DOI : 10.1007/s10955-020-02495-2.

On the Arithmetic and Geometric Fusion of Beliefs for Distributed Inference

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

Ieee Transactions On Automatic Control. 2024. Vol. 69, num. 4, p. 2265 – 2280. DOI : 10.1109/TAC.2023.3330405.

On Speed and Advantage : Results in Information Velocity and Monitoring Problems

R. Inovan / E. Telatar (Dir.)  

Lausanne, EPFL, 2024. 

Social Learning under Randomized Collaborations

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

2023. 2022 IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, 26 June-1 July, 2022. p. 115 – 120. DOI : 10.1109/ISIT50566.2022.9834621.

On the Fusion Strategies for Federated Decision Making

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

2023. 22nd IEEE Statistical Signal Processing Workshop (SSP), Hanoi, VIETNAM, July 02-05, 2023. p. 270 – 274. DOI : 10.1109/SSP53291.2023.10208062.

Time vs. Truth: Age-Distortion Tradeoffs and Strategies for Distributed Inference

Y. Inan / E. Telatar (Dir.)  

Lausanne, EPFL, 2023. 

Optima Age Over Erasure Channels

E. Najm; E. Telatar; R. Nasser 

Ieee Transactions On Information Theory. 2022. Vol. 68, num. 9, p. 5901 – 5922. DOI : 10.1109/TIT.2022.3167601.

Age-Optimal Causal Labeling of Memoryless Processes

Y. Inan; E. Telatar 

2022. 2022 IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, June 26- July 1, 2022. p. 2082 – 2087. DOI : 10.1109/ISIT50566.2022.9834803.

Safety in Numbers: Asymptotic Analysis of a Monitoring Problem

R. Inovan; E. Telatar 

2022

Age-Optimal Causal Labeling of Memoryless Processes

Y. Inan; E. Telatar 

2022

Safety in Numbers: Asymptotic Analysis of a Monitoring Problem

R. Inovan; E. Telatar 

2022. IEEE Information Theory Workshop (ITW), Mumbai, INDIA, Nov 01-09, 2022. p. 768 – 773. DOI : 10.1109/ITW54588.2022.9965798.

A Fundamental Limit of Distributed Hypothesis Testing Under Memoryless Quantization

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

2022. IEEE International Conference on Communications (ICC), Seoul, SOUTH KOREA, May 16-20, 2022. p. 4824 – 4829. DOI : 10.1109/ICC45855.2022.9838646.

A Fundamental Limit of Distributed Hypothesis Testing Under Memoryless Quantization

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

2021

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

Y. Inan; R. Inovan; E. Telatar 

2021

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

Y. Inan; R. Inovan; E. Telatar 

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

Content Based Status Updates

E. Najm; R. Nasser; E. Telatar 

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

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

Y. Inan; E. Telatar 

2020. IEEE International Symposium on Information Theory (ISIT), Virtual Conference, Jun 21-26, 2020. p. 425 – 430. DOI : 10.1109/ISIT44484.2020.9174157.

Network coded multipath and related techniques

M. Medard; D. Malak; A. Schneuwly; E. Telatar 

US2020328858; WO2020028494.

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. Vol. 65, num. 12, p. 7756 – 7770. DOI : 10.1109/TIT.2019.2930692.

Entropic Matroids and Their Representation

E. Abbe; S. Spirkl 

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

Bits through Time

E. Najm / E. Telatar (Dir.)  

Lausanne, EPFL, 2019. 

Mismatched Rate-Distortion Theory: Ensembles, Bounds, and General Alphabets

M. Kanabar; J. Scarlett 

Ieee Transactions On Information Theory. 2024. Vol. 70, num. 3, p. 1525 – 1539. DOI : 10.1109/TIT.2024.3356477.

Unlabeled Principal Component Analysis and Matrix Completion

Y. Yao; L. Peng; M. C. Tsakiris 

Journal Of Machine Learning Research. 2024. Vol. 25, p. 1 – 38.

Distributed Lossy Computation with Structured Codes: From Discrete to Continuous Sources

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

2023. 2023 IEEE International Symposium on Information Theory (ISIT), Taipei, Taiwan, June 25-30, 2023. p. 1681 – 1686. DOI : 10.1109/ISIT54713.2023.10206990.

Personalized Privacy-Preserving Distributed Learning on Heterogeneous Data

A. Pradeep; M. C. Gastpar 

2023. 2023 IEEE International Symposium on Information Theory (ISIT), Taipei, Taiwan, June 25-30, 2023. p. 2272 – 2277. DOI : 10.1109/ISIT54713.2023.10206907.

Latency Interfaces for Systems Code

R. R. Iyer / G. Candea; A. Argyraki (Dir.)  

Lausanne, EPFL, 2023. 

Second-Order Converse for Rate-Limited Common Randomness Generation

H. Hentila; Y. Shkel; V. Koivunen 

2022.  p. 2315 – 2320. DOI : 10.1109/ISIT50566.2022.9834737.

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. 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. Vol. 68, num. 3, p. 1482 – 1495. DOI : 10.1109/TIT.2021.3131646.

Private Retrieval, Computing, and Learning: Recent Progress and Future Challenges

S. Ulukus; S. Avestimehr; M. Gastpar; S. A. Jafar; R. Tandon et al. 

Ieee Journal On Selected Areas In Communications. 2022. Vol. 40, num. 3, p. 729 – 748. DOI : 10.1109/JSAC.2022.3142358.

Privacy in Retrieval, Computing, and Learning

S. Ulukus; S. Avestimehr; M. Gastpar; S. Jafar; R. Tandon et al. 

Ieee Journal On Selected Areas In Communications. 2022. Vol. 40, num. 3, p. 725 – 728. DOI : 10.1109/JSAC.2022.3142570.

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

E. Sula; M. Gastpar 

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

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. Vol. 16, num. 1, p. 144 – 157. DOI : 10.1109/JSTSP.2021.3129624.

A Functional Perspective on Information Measures

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

Lausanne, EPFL, 2022. 

Shannon Bounds on Lossy Gray-Wyner Networks

E. Sula; M. C. Gastpar 

2022. 2022 IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, June 26-July 1, 2022. p. 1414 – 1419. DOI : 10.1109/ISIT50566.2022.9834546.

Differential Entropy of the Conditional Expectation Under Additive Gaussian Noise

A. Atalik; A. Kose; M. Gastpar 

Ieee Transactions On Signal Processing. 2022. Vol. 70, p. 4851 – 4866. DOI : 10.1109/TSP.2022.3211403.

Lower-bounds on the Bayesian Risk in Estimation Procedures via f–Divergences

A. Vandenbroucque; A. R. Esposito; M. C. Gastpar 

2022. 2022 IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, June 26-July 1, 2022. p. 1106 – 1111. DOI : 10.1109/ISIT50566.2022.9834708.

The Price of Distributed: Rate Loss in the CEO Problem

A. Atalik; A. Kose; M. C. Gastpar 

2022. 2022 56th Annual Conference on Information Sciences and Systems (CISS), Princeton, NJ, USA, March 9-11, 2022. p. 125 – 130. DOI : 10.1109/CISS53076.2022.9751153.

A Johnson-Lindenstrauss Framework for Randomly Initialized CNNs

I. Nachum; J. Hazla; M. C. Gastpar; A. Khina 

2022. The Tenth International Conference on Learning Representations (ICLR 2022), Virtual, April 25, 2022.

Alpha-NML Universal Predictors

M. Bondaschi; M. C. Gastpar 

2022. 2022 IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, June 26-July 1, 2022. p. 468 – 473. DOI : 10.1109/ISIT50566.2022.9834544.

Finite Littlestone Dimension Implies Finite Information Complexity

A. Pradeep; I. Nachum; M. C. Gastpar 

2022. 2022 IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, June 26-July 1, 2022. p. 3055 – 3060. DOI : 10.1109/ISIT50566.2022.9834457.

On the Convergence to the Non-equilibrium Steady State of a Langevin Dynamics with Widely Separated Time Scales and Different Temperatures

D. Alberici; N. Macris; E. Mingione 

Annales Henri Poincare. 2024. DOI : 10.1007/s00023-023-01392-0.

On Speed and Advantage : Results in Information Velocity and Monitoring Problems

R. Inovan / E. Telatar (Dir.)  

Lausanne, EPFL, 2024. 

Spectral Estimators for High-Dimensional Matrix Inference

F. Pourkamali / N. Macris (Dir.)  

Lausanne, EPFL, 2024. 

Random matrix methods for high-dimensional machine learning models

A. P. M. Bodin / N. Macris (Dir.)  

Lausanne, EPFL, 2024. 

Advances in Algorithms for Sampling, Optimization and Inference in Disordered Systems

G. Piccioli / L. Zdeborová (Dir.)  

Lausanne, EPFL, 2024. 

Phase diagram of stochastic gradient descent in high-dimensional two-layer neural networks

R. Veiga; L. Stephan; B. Loureiro; F. Krzakala; L. Zdeborova 

Journal Of Statistical Mechanics-Theory And Experiment. 2023. Vol. 2023, num. 11, p. 114008. DOI : 10.1088/1742-5468/ad01b1.

Learning curves for the multi-class teacher-student perceptron

E. Cornacchia; F. Mignacco; R. Veiga; C. Gerbelot; B. Loureiro et al. 

Machine Learning-Science And Technology. 2023. Vol. 4, num. 1, p. 015019. DOI : 10.1088/2632-2153/acb428.

Metastability of the Potts Ferromagnet on Random Regular Graphs

A. Coja-Oghlan; A. Galanis; L. A. Goldberg; J. B. Ravelomanana; D. Stefankovic et al. 

Communications In Mathematical Physics. 2023. DOI : 10.1007/s00220-023-04644-6.

Solving Non-linear Kolmogorov Equations in Large Dimensions by Using Deep Learning: A Numerical Comparison of Discretization Schemes

R. Marino; N. Macris 

Journal Of Scientific Computing. 2023. Vol. 94, num. 1, p. 8. DOI : 10.1007/s10915-022-02044-x.

Statistical limits of dictionary learning: Random matrix theory and the spectral replica method

J. Barbier; N. Macris 

Physical Review E. 2022. Vol. 106, num. 2, p. 024136. DOI : 10.1103/PhysRevE.106.024136.

Cosmology intertwined: A review of the particle physics, astrophysics, and cosmology associated with the cosmological tensions and anomalies

E. Abdalla; G. F. Abellan; A. Aboubrahim; A. Agnello; O. Akarsu et al. 

Journal Of High Energy Astrophysics. 2022. Vol. 34, p. 49 – 211. DOI : 10.1016/j.jheap.2022.04.002.

Information theoretic limits of learning a sparse rule

C. Luneau; N. Macris; J. Barbier 

Journal Of Statistical Mechanics-Theory And Experiment. 2022. Vol. 2022, num. 4, p. 044001. DOI : 10.1088/1742-5468/ac59ac.

Resolution-robust Large Mask In painting with Fourier Convolutions

R. Suvorov; E. Logacheva; A. Mashikhin; A. Remizova; A. Ashukha et al. 

2022. 22nd IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, Jan 04-08, 2022. p. 3172 – 3182. DOI : 10.1109/WACV51458.2022.00323.

Symmetry in design and decoding of polar-like codes

K. Ivanov / R. Urbanke (Dir.)  

Lausanne, EPFL, 2022. 

Phase diagram of Stochastic Gradient Descent in high-dimensional two-layer neural networks

R. Veiga; L. Stephan; B. Loureiro; F. Krzakala; L. Zdeborová 

2022. 36th Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, November 28-December 9, 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. Vol. 10, num. 4, p. 1167 – 1207. DOI : 10.1093/imaiai/iaaa022.

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. Vol. 23, num. 7, p. 797. DOI : 10.3390/e23070797.

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. Vol. 67, num. 4, p. 2093 – 2114. DOI : 10.1109/TIT.2021.3052524.

Statistical limits of high-dimensional inference problems

C. D. Luneau / N. Macris (Dir.)  

Lausanne, EPFL, 2021. 

Concentration of Multi-overlaps for Random Dilute Ferromagnetic Spin Models

J. Barbier; C. L. Chan; N. Macris 

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

Information Spectrum Converse for Minimum Entropy Couplings and Functional Representations

A. K. Yadav; Y. Shkel 

2023. 2023 IEEE International Symposium on Information Theory (ISIT), Taipei, Taiwan, June 25-30, 2023. DOI : 10.1109/ISIT54713.2023.10206466.

On the (Im)possibility of Commitment over Gaussian Unfair Noisy Channels

A. Budkuley; P. Joshi; M. Mamindlapally; A. K. Yadav 

2023. 2023 IEEE International Symposium on Information Theory (ISIT), Taipei, Taiwan, June 25-30, 2023. p. 483 – 488. DOI : 10.1109/ISIT54713.2023.10206598.

Mismatched Rate-Distortion Theory: Ensembles, Bounds, and General Alphabets

M. Kanabar; J. Scarlett 

Ieee Transactions On Information Theory. 2024-03-01. Vol. 70, num. 3, p. 1525-1539. DOI : 10.1109/TIT.2024.3356477.

On Speed and Advantage : Results in Information Velocity and Monitoring Problems

R. Inovan / E. Telatar (Dir.)  

Lausanne, EPFL, 2024. 

Unlabeled Principal Component Analysis and Matrix Completion

Y. Yao; L. Peng; M. C. Tsakiris 

Journal Of Machine Learning Research. 2024-01-01. Vol. 25, p. 1-38.

Random matrix methods for high-dimensional machine learning models

A. P. M. Bodin / N. Macris (Dir.)  

Lausanne, EPFL, 2024. 

On the (Im)possibility of Commitment over Gaussian Unfair Noisy Channels

A. Budkuley; P. Joshi; M. Mamindlapally; A. K. Yadav 

2023-08-22. 2023 IEEE International Symposium on Information Theory (ISIT), Taipei, Taiwan, June 25-30, 2023. p. 483-488. DOI : 10.1109/ISIT54713.2023.10206598.

Information Spectrum Converse for Minimum Entropy Couplings and Functional Representations

A. K. Yadav; Y. Shkel 

2023-08-22. 2023 IEEE International Symposium on Information Theory (ISIT), Taipei, Taiwan, June 25-30, 2023. DOI : 10.1109/ISIT54713.2023.10206466.

Time vs. Truth: Age-Distortion Tradeoffs and Strategies for Distributed Inference

Y. Inan / E. Telatar (Dir.)  

Lausanne, EPFL, 2023. 

Distributed Lossy Computation with Structured Codes: From Discrete to Continuous Sources

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

2023. 2023 IEEE International Symposium on Information Theory (ISIT), Taipei, Taiwan, June 25-30, 2023. p. 1681-1686. DOI : 10.1109/ISIT54713.2023.10206990.

Personalized Privacy-Preserving Distributed Learning on Heterogeneous Data

A. Pradeep; M. C. Gastpar 

2023. 2023 IEEE International Symposium on Information Theory (ISIT), Taipei, Taiwan, June 25-30, 2023. p. 2272-2277. DOI : 10.1109/ISIT54713.2023.10206907.

Beyond worst-case analysis, with or without predictions

A. Maggiori / R. Urbanke; O. N. A. Svensson (Dir.)  

Lausanne, EPFL, 2023. 

Social Learning under Randomized Collaborations

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

2023-08-03. 2022 IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, 26 June-1 July, 2022. p. 115-120. DOI : 10.1109/ISIT50566.2022.9834621.

Optima Age Over Erasure Channels

E. Najm; E. Telatar; R. Nasser 

Ieee Transactions On Information Theory. 2022-09-01. Vol. 68, num. 9, p. 5901-5922. DOI : 10.1109/TIT.2022.3167601.

Age-Optimal Causal Labeling of Memoryless Processes

Y. Inan; E. Telatar 

2022-08-03. 2022 IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, June 26- July 1, 2022. p. 2082-2087. DOI : 10.1109/ISIT50566.2022.9834803.

Second-Order Converse for Rate-Limited Common Randomness Generation

H. Hentila; Y. Shkel; V. Koivunen 

2022-08-03.  p. 2315-2320. DOI : 10.1109/ISIT50566.2022.9834737.

Safety in Numbers: Asymptotic Analysis of a Monitoring Problem

R. Inovan; E. Telatar 

2022-05-13

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

Safety in Numbers: Asymptotic Analysis of a Monitoring Problem

R. Inovan; E. Telatar 

2022-01-01. IEEE Information Theory Workshop (ITW), Mumbai, INDIA, Nov 01-09, 2022. p. 768-773. DOI : 10.1109/ITW54588.2022.9965798.

A Johnson-Lindenstrauss Framework for Randomly Initialized CNNs

I. Nachum; J. Hazla; M. C. Gastpar; A. Khina 

2022. The Tenth International Conference on Learning Representations (ICLR 2022), Virtual, April 25, 2022.

A Unified Discretization Approach to Compute–Forward: From Discrete to Continuous Inputs

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

IEEE Transactions on Information Theory. 2022. Vol. 69, num. 1, p. 1-46. DOI : 10.1109/TIT.2022.3197592.

From Generalisation Error to Transportation-cost Inequalities and Back

A. R. Esposito; M. C. Gastpar 

2022. 2022 IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, June 26-July 1, 2022. p. 294-299. DOI : 10.1109/ISIT50566.2022.9834354.

Shannon Bounds on Lossy Gray-Wyner Networks

E. Sula; M. C. Gastpar 

2022. 2022 IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, June 26-July 1, 2022. p. 1414-1419. DOI : 10.1109/ISIT50566.2022.9834546.

Alpha-NML Universal Predictors

M. Bondaschi; M. C. Gastpar 

2022. 2022 IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, June 26-July 1, 2022. p. 468-473. DOI : 10.1109/ISIT50566.2022.9834544.

On Sibson’s α-Mutual Information

A. R. Esposito; A. Vandenbroucque; M. C. Gastpar 

2022. 2022 IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, June 26-July 1, 2022. p. 2904-2909. DOI : 10.1109/ISIT50566.2022.9834428.

Finite Littlestone Dimension Implies Finite Information Complexity

A. Pradeep; I. Nachum; M. C. Gastpar 

2022. 2022 IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, June 26-July 1, 2022. p. 3055-3060. DOI : 10.1109/ISIT50566.2022.9834457.

Lower-bounds on the Bayesian Risk in Estimation Procedures via f–Divergences

A. Vandenbroucque; A. R. Esposito; M. C. Gastpar 

2022. 2022 IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, June 26-July 1, 2022. p. 1106-1111. DOI : 10.1109/ISIT50566.2022.9834708.

The Price of Distributed: Rate Loss in the CEO Problem

A. Atalik; A. Kose; M. C. Gastpar 

2022. 2022 56th Annual Conference on Information Sciences and Systems (CISS), Princeton, NJ, USA, March 9-11, 2022. p. 125-130. DOI : 10.1109/CISS53076.2022.9751153.

Differential Entropy of the Conditional Expectation Under Additive Gaussian Noise

A. Atalik; A. Kose; M. Gastpar 

Ieee Transactions On Signal Processing. 2022-01-01. Vol. 70, p. 4851-4866. DOI : 10.1109/TSP.2022.3211403.

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

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.

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.

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.

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.

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.