All publications of IPG
Random matrix methods for high-dimensional machine learning models
Lausanne, EPFL, 2024.Beyond worst-case analysis, with or without predictions
Lausanne, EPFL, 2023.On the Efficiency of Polar-Like Decoding for Symmetric Codes
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
Lausanne, EPFL, 2022.Mutual information for low-rank even-order symmetric tensor estimation
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
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
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
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
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
Entropy. 2021. Vol. 23, num. 7, p. 797. DOI : 10.3390/e23070797.Criticality and conformality in the random dimer model
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
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
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
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
Lausanne, EPFL, 2021.Query Complexity of Adversarial Attacks
2021. International Conference on Machine Learning (ICML), ELECTR NETWORK, Jul 18-24, 2021.Fast Block Sequential Decoding of Polar Codes
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
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
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
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
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
Lausanne, EPFL, 2024.Social Learning under Randomized Collaborations
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
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
Lausanne, EPFL, 2023.Optima Age Over Erasure Channels
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
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
2022
Age-Optimal Causal Labeling of Memoryless Processes
2022
Safety in Numbers: Asymptotic Analysis of a Monitoring Problem
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
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
2021
Optimal Policies for Age and Distortion in a Discrete-Time Model
2021. IEEE Information Theory Workshop (ITW), ELECTR NETWORK, Oct 17-21, 2021. DOI : 10.1109/ITW48936.2021.9611456.Optimal Policies for Age and Distortion in a Discrete-Time Model
2021
Content Based Status Updates
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
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
US2020328858; WO2020028494.
2020.The Optimal Memory-Rate Trade-Off for the Non-Uniform Centralized Caching Problem With Two Files Under Uncoded Placement
Ieee Transactions On Information Theory. 2019. Vol. 65, num. 12, p. 7756 – 7770. DOI : 10.1109/TIT.2019.2930692.Entropic Matroids and Their Representation
Entropy. 2019. Vol. 21, num. 10, p. 948. DOI : 10.3390/e21100948.Subadditivity Beyond Trees and the Chi-Squared Mutual Information
2019. IEEE International Symposium on Information Theory (ISIT), Paris, FRANCE, Jul 07-12, 2019. p. 697 – 701. DOI : 10.1109/ISIT.2019.8849658.Mismatched Rate-Distortion Theory: Ensembles, Bounds, and General Alphabets
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
Journal Of Machine Learning Research. 2024. Vol. 25, p. 1 – 38.Personalized Privacy-Preserving Distributed Learning on Heterogeneous Data
2023. 2023 IEEE International Symposium on Information Theory (ISIT), Taipei, Taiwan, June 25-30, 2023. p. 2272 – 2277. DOI : 10.1109/ISIT54713.2023.10206907.Distributed Lossy Computation with Structured Codes: From Discrete to Continuous Sources
2023. 2023 IEEE International Symposium on Information Theory (ISIT), Taipei, Taiwan, June 25-30, 2023. p. 1681 – 1686. DOI : 10.1109/ISIT54713.2023.10206990.Latency Interfaces for Systems Code
Lausanne, EPFL, 2023.Second-Order Converse for Rate-Limited Common Randomness Generation
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
Ieee Transactions On Information Theory. 2022. Vol. 68, num. 5, p. 2829 – 2838. DOI : 10.1109/TIT.2022.3145318.Privacy in Retrieval, Computing, and Learning
Ieee Journal On Selected Areas In Communications. 2022. Vol. 40, num. 3, p. 725 – 728. DOI : 10.1109/JSAC.2022.3142570.Private Retrieval, Computing, and Learning: Recent Progress and Future Challenges
Ieee Journal On Selected Areas In Communications. 2022. Vol. 40, num. 3, p. 729 – 748. DOI : 10.1109/JSAC.2022.3142358.Mismatched Decoding Reliability Function at Zero Rate
Ieee Transactions On Information Theory. 2022. 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
Ieee Transactions On Information Theory. 2022. Vol. 68, num. 2, p. 1369 – 1384. DOI : 10.1109/TIT.2021.3128187.From Generalisation Error to Transportation-cost Inequalities and Back
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.A Johnson-Lindenstrauss Framework for Randomly Initialized CNNs
2022. The Tenth International Conference on Learning Representations (ICLR 2022), Virtual, April 25, 2022.Finite Littlestone Dimension Implies Finite Information Complexity
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 Sibson’s α-Mutual Information
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.Differential Entropy of the Conditional Expectation Under Additive Gaussian Noise
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
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.A Functional Perspective on Information Measures
Lausanne, EPFL, 2022.Shannon Bounds on Lossy Gray-Wyner Networks
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.A Unified Discretization Approach to Compute–Forward: From Discrete to Continuous Inputs
IEEE Transactions on Information Theory. 2022. Vol. 69, num. 1, p. 1 – 46. DOI : 10.1109/TIT.2022.3197592.On the Convergence to the Non-equilibrium Steady State of a Langevin Dynamics with Widely Separated Time Scales and Different Temperatures
Annales Henri Poincare. 2024. DOI : 10.1007/s00023-023-01392-0.On Speed and Advantage : Results in Information Velocity and Monitoring Problems
Lausanne, EPFL, 2024.Spectral Estimators for High-Dimensional Matrix Inference
Lausanne, EPFL, 2024.Random matrix methods for high-dimensional machine learning models
Lausanne, EPFL, 2024.Advances in Algorithms for Sampling, Optimization and Inference in Disordered Systems
Lausanne, EPFL, 2024.Phase diagram of stochastic gradient descent in high-dimensional two-layer neural networks
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
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
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
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
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
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
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
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
Lausanne, EPFL, 2022.Phase diagram of Stochastic Gradient Descent in high-dimensional two-layer neural networks
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
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
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
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
Lausanne, EPFL, 2021.Concentration of Multi-overlaps for Random Dilute Ferromagnetic Spin Models
Journal Of Statistical Physics. 2020. Vol. 180, num. 1-6, p. 534 – 557. DOI : 10.1007/s10955-019-02470-6.On the (Im)possibility of Commitment over Gaussian Unfair Noisy Channels
2023. 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
2023. 2023 IEEE International Symposium on Information Theory (ISIT), Taipei, Taiwan, June 25-30, 2023. DOI : 10.1109/ISIT54713.2023.10206466.Warning
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Mismatched Rate-Distortion Theory: Ensembles, Bounds, and General Alphabets
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
Lausanne, EPFL, 2024.Unlabeled Principal Component Analysis and Matrix Completion
Journal Of Machine Learning Research. 2024-01-01. Vol. 25, p. 1-38.Random matrix methods for high-dimensional machine learning models
Lausanne, EPFL, 2024.On the (Im)possibility of Commitment over Gaussian Unfair Noisy Channels
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
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
Lausanne, EPFL, 2023.Distributed Lossy Computation with Structured Codes: From Discrete to Continuous Sources
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
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
Lausanne, EPFL, 2023.Social Learning under Randomized Collaborations
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
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
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
2022-08-03. p. 2315-2320. DOI : 10.1109/ISIT50566.2022.9834737.Safety in Numbers: Asymptotic Analysis of a Monitoring Problem
2022-05-13
A Revisitation of Low-Rate Bounds on the Reliability Function of Discrete Memoryless Channels for List Decoding
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
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
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
2022-01-29
Safety in Numbers: Asymptotic Analysis of a Monitoring Problem
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
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
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
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
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
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
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
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
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
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
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
Lausanne, EPFL, 2022.On the Efficiency of Polar-Like Decoding for Symmetric Codes
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
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
Lausanne, EPFL, 2022.Mutual information for low-rank even-order symmetric tensor estimation
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
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
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
2021-11-12