A View of Information-Estimation Relations in Gaussian Networks
Dytso, Alex, Bustin, Ronit, Poor, H., Shamai (Shitz), Shlomo
Published in Entropy (Basel, Switzerland) (01.08.2017)
Published in Entropy (Basel, Switzerland) (01.08.2017)
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Journal Article
Conditional Mean Estimation in Gaussian Noise: A Meta Derivative Identity With Applications
Dytso, Alex, Poor, H. Vincent, Shamai Shitz, Shlomo
Published in IEEE transactions on information theory (01.03.2023)
Published in IEEE transactions on information theory (01.03.2023)
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Journal Article
Information Theoretic Approach to L-Estimators
Dytso, Alex, Cardone, Martina, Rush, Cynthia
Published in 2021 55th Asilomar Conference on Signals, Systems, and Computers (31.10.2021)
Published in 2021 55th Asilomar Conference on Signals, Systems, and Computers (31.10.2021)
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Conference Proceeding
Data-Driven Estimation of the False Positive Rate of the Bayes Binary Classifier via Soft Labels
Jeong, Minoh, Cardone, Martina, Dytso, Alex
Published in 2024 IEEE International Symposium on Information Theory (ISIT) (07.07.2024)
Published in 2024 IEEE International Symposium on Information Theory (ISIT) (07.07.2024)
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Conference Proceeding
On 2\times 2 MIMO Gaussian Channels with a Small Discrete-Time Peak-Power Constraint
Dytso, Alex, Barletta, Luca, Kramer, Gerhard
Published in 2024 IEEE International Symposium on Information Theory (ISIT) (07.07.2024)
Published in 2024 IEEE International Symposium on Information Theory (ISIT) (07.07.2024)
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Conference Proceeding
Functional Properties of the Ziv-Zakai bound with Arbitrary Inputs
Jeong, Minoh, Dytso, Alex, Cardone, Martina
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 the Capacity Achieving Input of Amplitude Constrained Vector Gaussian Wiretap Channel
Favano, Antonino, Barletta, Luca, Dytso, Alex
Published in 2022 IEEE International Symposium on Information Theory (ISIT) (26.06.2022)
Published in 2022 IEEE International Symposium on Information Theory (ISIT) (26.06.2022)
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Conference Proceeding
An MMSE Lower Bound via Poincaré Inequality
Zieder, Ian, Dytso, Alex, Cardone, Martina
Published in 2022 IEEE International Symposium on Information Theory (ISIT) (26.06.2022)
Published in 2022 IEEE International Symposium on Information Theory (ISIT) (26.06.2022)
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Conference Proceeding
Entropic CLT for Order Statistics
Cardone, Martina, Dytso, Alex, Rush, Cynthia
Published in 2022 IEEE International Symposium on Information Theory (ISIT) (26.06.2022)
Published in 2022 IEEE International Symposium on Information Theory (ISIT) (26.06.2022)
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Conference Proceeding
Binomial Channel: On the Capacity-Achieving Distribution and Bounds on the Capacity
Barletta, Luca, Zieder, Ian, Favano, Antonino, Dytso, Alex
Published in 2024 IEEE International Symposium on Information Theory (ISIT) (07.07.2024)
Published in 2024 IEEE International Symposium on Information Theory (ISIT) (07.07.2024)
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Conference Proceeding
On the Ranking Recovery from Noisy Observations up to a Distortion
Jeong, Minoh, Cardone, Martina, Dytso, Alex
Published in 2022 IEEE International Symposium on Information Theory (ISIT) (26.06.2022)
Published in 2022 IEEE International Symposium on Information Theory (ISIT) (26.06.2022)
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Conference Proceeding
Retrieving Data Permutations from Noisy Observations: High and Low Noise Asymptotics
Jeong, Minoh, Dytso, Alex, Cardone, Martina
Published in 2021 IEEE International Symposium on Information Theory (ISIT) (12.07.2021)
Published in 2021 IEEE International Symposium on Information Theory (ISIT) (12.07.2021)
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Conference Proceeding