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.Polar Codes Do Not Have Many Affine Automorphisms
2022. IEEE International Symposium on Information Theory (ISIT), Espoo, FINLAND, 2022-06-26 – 2022-07-01. p. 2374 – 2378. DOI : 10.1109/ISIT50566.2022.9834782.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.Query Complexity of Adversarial Attacks
2021. International Conference on Machine Learning (ICML), ELECTR NETWORK, Jul 18-24, 2021.Statistical limits of high-dimensional inference problems
Lausanne, EPFL, 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.On the Second-Order Asymptotics of the Partially Smoothed Conditional Min-Entropy & Application to Quantum Compression
IEEE JOURNAL ON SELECTED AREAS IN INFORMATION THEORY. 2020. Vol. 1, num. 2, p. 416 – 423. DOI : 10.1109/JSAIT.2020.3016899.Urolithin A provides cardioprotection and mitochondrial quality enhancement preclinically and improves human cardiovascular health biomarkers
iScience. 2025. Vol. 28, num. 2, p. 111814. DOI : 10.1016/j.isci.2025.111814.How to Make Measure Theory Completely Pointless
Lausanne, EPFL, 2025.Jacobian Descent for Multi-Objective Optimization
2024
How Deep Neural Networks Learn Compositional Data: The Random Hierarchy Model
Physical Review X. 2024. Vol. 14, num. 3, p. 031001. DOI : 10.1103/PhysRevX.14.031001.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.Data Heterogeneity in Linear Distributed Estimation and Learning
Lausanne, EPFL, 2025.Propagation of Orientation Across Lengthscales in Sheared Self-Assembling Hierarchical Suspensions via Rheo-PLI-SAXS
ADVANCED SCIENCE. 2024. DOI : 10.1002/advs.202410920.Lower Bounds on the Bayesian Risk via Information Measures
Journal of Machine Learning Research. 2024. Vol. 25, p. 340.Shannon Bounds for Quadratic Rate-Distortion Problems
IEEE Journal on Selected Areas in Information Theory. 2024. Vol. 5, p. 597 – 608. DOI : 10.1109/JSAIT.2024.3465022.Search for high-mass exclusive diphoton production with tagged protons in proton-proton collisions at √s=13 TeV
PHYSICAL REVIEW D. 2024. Vol. 110, num. 1. DOI : 10.1103/PhysRevD.110.012010.Analysis of Bootstrap and Subsampling in High-dimensional Regularized Regression
2024. 40th Conference on Uncertainty in Artificial Intelligence, Barcelona, Spain, 2024-07-15 – 2024-07-19.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.Characterising directed and undirected metrics of high-order interdependence
2024. IEEE International Symposium on Information Theory Workshops, Athens, Greece, 2024-07-07 – 2024-07-07. DOI : 10.1109/ISIT-W61686.2024.10591754.Variational Characterizations of Sibson’s α-Mutual Information
2024. IEEE International Symposium on Information Theory, Athens, Greece, 2024-07-07 – 2024-07-12. p. 2110 – 2115. DOI : 10.1109/ISIT57864.2024.10619378.The Persuasion Bottleneck
2024. IEEE International Symposium on Information Theory, Athens, Greece, 2024-07-07 – 2024-07-12. p. 2472 – 2477. DOI : 10.1109/ISIT57864.2024.10619395.Unlabeled Principal Component Analysis and Matrix Completion
Journal Of Machine Learning Research. 2024. Vol. 25, p. 1 – 38.Properties of the Strong Data Processing Constant for Rényi Divergence
2024. IEEE International Symposium on Information Theory, Athens, Greece, 2024-07-07 – 2024-07-12. p. 3178 – 3183. DOI : 10.1109/ISIT57864.2024.10619367.Simultaneous Computation and Communication over MAC
2024. IEEE International Symposium on Information Theory, Athens, Greece, 2024-07-07 – 2024-07-12. p. 3350 – 3355. DOI : 10.1109/ISIT57864.2024.10619540.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.Machine Learning-Aided Efficient Decoding of Reed-Muller Subcodes
IEEE Journal on Selected Areas in Information Theory. 2023. Vol. 4, p. 260 – 275. DOI : 10.1109/JSAIT.2023.3298362.A Unified Discretization Approach to Compute–Forward: From Discrete to Continuous Inputs
IEEE Transactions on Information Theory. 2023. Vol. 69, num. 1, p. 1 – 46. DOI : 10.1109/TIT.2022.3197592.Latency Interfaces for Systems Code
Lausanne, EPFL, 2023.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.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.Data Heterogeneity in Linear Distributed Estimation and Learning
Lausanne, EPFL, 2025.Search for high-mass exclusive diphoton production with tagged protons in proton-proton collisions at √s=13 TeV
PHYSICAL REVIEW D. 2024. Vol. 110, num. 1. DOI : 10.1103/PhysRevD.110.012010.Nonresonant central exclusive production of charged-hadron pairs in proton-proton collisions at √s=13 TeV
PHYSICAL REVIEW D. 2024. num. 11. DOI : 10.1103/PhysRevD.109.112013.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.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.On Speed and Advantage : Results in Information Velocity and Monitoring Problems
Lausanne, EPFL, 2024.Spectral Estimators for High-Dimensional Matrix Inference
Lausanne, EPFL, 2024.Matrix Inference in Growing Rank Regimes
IEEE Transactions on Information Theory. 2024. Vol. 70, num. 11, p. 8133 – 8163. DOI : 10.1109/TIT.2024.3422263.Continual Mean Estimation Under User-Level Privacy
IEEE Journal on Selected Areas in Information Theory. 2024. Vol. 5, p. 28 – 43. DOI : 10.1109/JSAIT.2024.3366086.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.Mismatched Estimation of Non-Symmetric Rank-One Matrices Under Gaussian Noise
2022. IEEE International Symposium on Information Theory (ISIT), Espoo, FINLAND, 2022-06-26 – 2022-07-01. p. 1288 – 1293. DOI : 10.1109/ISIT50566.2022.9834858.Symmetry in design and decoding of polar-like codes
Lausanne, EPFL, 2022.On Measuring Linkability of Multiple Protected Biometric Templates Using Maximal Leakage
IEEE ACCESS. 2024. Vol. 12, p. 106618 – 106630. DOI : 10.1109/ACCESS.2024.3433536.Communication-Constrained Secret Key Generation: Second-Order Bounds
IEEE Transactions on Information Theory. 2024. Vol. 70, num. 11, p. 8180 – 8203. DOI : 10.1109/TIT.2024.3460474.Binary Maximal Leakage
2024. IEEE International Symposium on Information Theory, Athens, Greece, 2024-07-07 – 2024-07-12. p. 2748 – 2753. DOI : 10.1109/ISIT57864.2024.10619387.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
Please note that the publication lists from Infoscience integrated into the EPFL website, lab or people pages are frozen following the launch of the new version of platform. The owners of these pages are invited to recreate their publication list from Infoscience. For any assistance, please consult the Infoscience help or contact support.
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