All publications of IPG
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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