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
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.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.Bits through Time
Lausanne, EPFL, 2019.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.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.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.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.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.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.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.Secret Key Generation Using Short Blocklength Polar Coding Over Wireless Channels
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
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.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.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.A Johnson-Lindenstrauss Framework for Randomly Initialized CNNs
2022. The Tenth International Conference on Learning Representations (ICLR 2022), Virtual, April 25, 2022.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.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 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.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.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.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