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07/28/2021
On Optimal Quantization in Sequential Detection
The problem of designing optimal quantization rules for sequential detec...
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05/20/2021
Minimax Robust Detection: Classic Results and Recent Advances
This paper provides an overview of results and concepts in minimax robus...
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05/11/2021
Asymptotically Optimal Procedures for Sequential Joint Detection and Estimation
We investigate the problem of jointly testing multiple hypotheses and es...
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10/22/2020
Fading Boundaries: On a Nonparametric Variant of the Kiefer–Weiss Problem
A nonparametric variant of the Kiefer–Weiss problem is proposed and inve...
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06/05/2020
MMSE Bounds Under Kullback-Leibler Divergence Constraints on the Joint Input-Output Distribution
This paper proposes a new family of lower and upper bounds on the minimu...
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05/07/2020
Nonparametric Estimation of the Fisher Information and Its Applications
This paper considers the problem of estimation of the Fisher information...
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03/27/2020
Bayesian Sequential Joint Detection and Estimation under Multiple Hypotheses
We consider the problem of jointly testing multiple hypotheses and estim...
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03/01/2020
Distributed Joint Detection and Estimation: A Sequential Approach
We investigate the problem of jointly testing two hypotheses and estimat...
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01/29/2020
A Class of Lower Bounds for Bayesian Risk with a Bregman Loss
A general class of Bayesian lower bounds when the underlying loss functi...
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05/21/2019
Latency Analysis for Sequential Detection in Low-Complexity Binary Radio Systems
We consider the problem of making a quick decision in favor of one of tw...
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02/20/2019
Tight Bounds on the Weighted Sum of MMSEs with Applications in Distributed Estimation
In this paper, tight upper and lower bounds are derived on the weighted ...
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11/10/2018
Minimax Optimal Sequential Hypothesis Tests for Markov Processes
Under mild Markov assumptions, sufficient conditions for strict minimax ...
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07/09/2018
Bayesian Sequential Joint Detection and Estimation
Joint detection and estimation refers to deciding between two or more hy...
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04/26/2018
Tight MMSE Bounds for the AGN Channel Under KL Divergence Constraints on the Input Distribution
Tight bounds on the minimum mean square error for the additive Gaussian ...
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04/16/2018
On the Equivalence of f-Divergence Balls and Density Bands in Robust Detection
The paper deals with minimax optimal statistical tests for two composite...
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02/09/2018