L1 Estimation in Gaussian Noise: On the Optimality of Linear Estimators
Barnes, Leighton P., Dytso, Alex, Poor, H. Vincent
Published in 2023 IEEE International Symposium on Information Theory (ISIT) (25.06.2023)
Published in 2023 IEEE International Symposium on Information Theory (ISIT) (25.06.2023)
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Conference Proceeding
On additive channels with generalized Gaussian noise
Dytso, Alex, Bustin, Ronit, Poor, H. Vincent, Shitz, Shlomo Shamai
Published in 2017 IEEE International Symposium on Information Theory (ISIT) (01.06.2017)
Published in 2017 IEEE International Symposium on Information Theory (ISIT) (01.06.2017)
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Conference Proceeding
Upper and Lower Bounds on the Capacity of Amplitude-Constrained MIMO Channels
Dytso, Alex, Goldenbaum, Mario, Shamai, Shlomo, Poor, H. Vincent
Published in GLOBECOM 2017 - 2017 IEEE Global Communications Conference (01.12.2017)
Published in GLOBECOM 2017 - 2017 IEEE Global Communications Conference (01.12.2017)
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Conference Proceeding
Recovering Structure of Noisy Data through Hypothesis Testing
Jeong, Minoh, Dytso, Alex, Cardone, Martina, Poor, H. Vincent
Published in 2020 IEEE International Symposium on Information Theory (ISIT) (01.06.2020)
Published in 2020 IEEE International Symposium on Information Theory (ISIT) (01.06.2020)
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Conference Proceeding
Information-Theoretic Bounds on the Generalization Error and Privacy Leakage in Federated Learning
Yagli, Semih, Dytso, Alex, Vincent Poor, H.
Published in 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) (01.05.2020)
Published in 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) (01.05.2020)
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Conference Proceeding
A Class of Lower Bounds for Bayesian Risk with a Bregman Loss
Dytso, Alex, Faus, Michael, Poor, H. Vincent
Published in 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) (01.05.2020)
Published in 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) (01.05.2020)
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Conference Proceeding
On the Distribution of the Conditional Mean Estimator in Gaussian Noise
Dytso, Alex, Poor, H. Vincent, Shamai Shitz, Shlomo
Published in 2020 IEEE Information Theory Workshop (ITW) (11.04.2021)
Published in 2020 IEEE Information Theory Workshop (ITW) (11.04.2021)
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Conference Proceeding
The Vector Poisson Channel: On the Linearity of the Conditional Mean Estimator
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Paper
Journal Article