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Articles by Yury Polyanskiy

RF Challenge: The Data-Driven Radio Frequency Signal Separation Challenge
13 September 2024 by Alejandro Lancho and others
Signal Processing, Machine Learning
Entropy Contractions in Markov Chains: Half-Step, Full-Step and Continuous-Time
12 September 2024 by Pietro Caputo and others
Probability, Information Theory
Unsourced Multiple Access: A Coding Paradigm for Massive Random Access
19 August 2024 by Gianluigi Liva and Yury Polyanskiy
Information Theory
Rate of convergence of the smoothed empirical Wasserstein distance
15 August 2024 by Adam Block and others
Probability, Information Theory
A mathematical perspective on Transformers
12 August 2024 by Borjan Geshkovski and others
Machine Learning, Analysis of PDEs
Optimal empirical Bayes estimation for the Poisson model via minimum-distance methods
7 May 2024 by Soham Jana and others
Statistics Theory, Methodology
Evolution of the 5G New Radio Two-Step Random Access towards 6G Unsourced MAC
6 May 2024 by Patrick Agostini and others
Information Theory
Likelihood-free hypothesis testing
8 March 2024 by Patrik Róbert Gerber and Yury Polyanskiy
Statistics Theory, Information Theory
Density estimation using the perceptron
20 February 2024 by Patrik Róbert Gerber and others
Statistics Theory
The emergence of clusters in self-attention dynamics
12 February 2024 by Borjan Geshkovski and others
Machine Learning, Analysis of PDEs
Score-based Source Separation with Applications to Digital Communication Signals
17 January 2024 by Tejas Jayashankar and others
Machine Learning, Signal Processing
Kernel-Based Tests for Likelihood-Free Hypothesis Testing
23 November 2023 by Patrik Róbert Gerber and others
Machine Learning, Information Theory
Capacity of Noisy Permutation Channels
26 October 2023 by Jennifer Tang and Yury Polyanskiy
Information Theory
Efficient Representation of Large-Alphabet Probability Distributions
26 October 2023 by Aviv Adler and others
Information Theory
Ising Model on Locally Tree-like Graphs: Uniqueness of Solutions to Cavity Equations
31 July 2023 by Qian Yu and Yury Polyanskiy
Information Theory, Probability
Empirical Bayes via ERM and Rademacher complexities: the Poisson model
5 July 2023 by Soham Jana and others
Statistics Theory
Coded Orthogonal Modulation for the Multi-Antenna Multiple-Access Channel
3 July 2023 by Alexander Fengler and others
Information Theory
Comparing Poisson and Gaussian channels (extended)
29 June 2023 by Anzo Teh and Yury Polyanskiy
Information Theory
Uniqueness of BP fixed point for the Potts model and applications to community detection
27 June 2023 by Yuzhou Gu and Yury Polyanskiy
Probability, Information Theory
Weak Recovery Threshold for the Hypergraph Stochastic Block Model
27 June 2023 by Yuzhou Gu and Yury Polyanskiy
Probability, Information Theory
Entropic characterization of optimal rates for learning Gaussian mixtures
27 June 2023 by Zeyu Jia and others
Statistics Theory, Information Theory
The Sample Complexity of Approximate Rejection Sampling with Applications to Smoothed Online Learning
27 June 2023 by Adam Block and Yury Polyanskiy
Machine Learning
Algorithmic Decorrelation and Planted Clique in Dependent Random Graphs: The Case of Extra Triangles
27 June 2023 by Guy Bresler and others
Probability, Computational Complexity
Minimax optimal testing by classification
19 June 2023 by Patrik Róbert Gerber and others
Statistics Theory, Data Structures and Algorithms
On the Advantages of Asynchrony in the Unsourced MAC
11 May 2023 by Alexander Fengler and others
Information Theory
On Neural Architectures for Deep Learning-based Source Separation of Co-Channel OFDM Signals
15 March 2023 by Gary C. F. Lee and others
Signal Processing, Machine Learning
Non-linear Log-Sobolev inequalities for the Potts semigroup and applications to reconstruction problems
2 December 2022 by Yuzhou Gu and Yury Polyanskiy
Information Theory, Probability
Finite-Blocklength Results for the A-channel: Applications to Unsourced Random Access and Group Testing
4 October 2022 by Alejandro Lancho and others
Information Theory
Broadcasting on Two-Dimensional Regular Grids
17 September 2022 by Anuran Makur and others
Probability, Information Theory
Data-Driven Blind Synchronization and Interference Rejection for Digital Communication Signals
11 September 2022 by Jennifer Tang and others
Signal Processing, Artificial Intelligence
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