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Alex Dytso

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Data-Driven Estimation of the False Positive Rate of the Bayes Binary Classifier via Soft Labels

Jan 27, 2024
Minoh Jeong, Martina Cardone, Alex Dytso

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$L^1$ Estimation: On the Optimality of Linear Estimators

Sep 17, 2023
Leighton P. Barnes, Alex Dytso, Jingbo Liu, H. Vincent Poor

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Functional Properties of the Ziv-Zakai bound with Arbitrary Inputs

May 04, 2023
Minoh Jeong, Alex Dytso, Martina Cardone

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An MMSE Lower Bound via Poincaré Inequality

May 12, 2022
Ian Zieder, Alex Dytso, Martina Cardone

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Entropic CLT for Order Statistics

May 10, 2022
Martina Cardone, Alex Dytso, Cynthia Rush

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A Dimensionality Reduction Method for Finding Least Favorable Priors with a Focus on Bregman Divergence

Feb 23, 2022
Alex Dytso, Mario Goldenbaum, H. Vincent Poor, Shlomo Shamai

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Improved Information Theoretic Generalization Bounds for Distributed and Federated Learning

Feb 04, 2022
L. P. Barnes, Alex Dytso, H. V. Poor

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Consistent Density Estimation Under Discrete Mixture Models

May 10, 2021
Luc Devroye, Alex Dytso

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Retrieving Data Permutations from Noisy Observations: High and Low Noise Asymptotics

May 07, 2021
Minoh Jeong, Alex Dytso, Martina Cardone

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