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04/18/2023
The Adaptive τ-Lasso: Its Robustness and Oracle Properties
This paper introduces a new regularized version of the robust τ-regressi...
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03/10/2023
On the Fusion Strategies for Federated Decision Making
We consider the problem of information aggregation in federated decision...
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08/17/2022
Two-Stage Robust and Sparse Distributed Statistical Inference for Large-Scale Data
In this paper, we address the problem of conducting statistical inferenc...
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08/27/2021
Multiple Hypothesis Testing Framework for Spatial Signals
The problem of identifying regions of spatially interesting, different o...
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06/22/2021
Reinforcement Learning for Physical Layer Communications
In this chapter, we will give comprehensive examples of applying RL in o...
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04/09/2021
Bayesian Method for Spatial Change-Point Detection of Propagating Event
Rapid detection of spatial events that propagate across a sensor network...
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03/29/2021
MIMO-OFDM Joint Radar-Communications: Is ICI Friend or Foe?
Inter-carrier interference (ICI) poses a significant challenge for OFDM ...
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03/24/2020
Bayesian Methods for Multiple Change-Point Detection with Reduced Communication
In many modern applications, large-scale sensor networks are used to per...
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04/06/2017
A Bayesian algorithm for distributed network localization using distance and direction data
A reliable, accurate, and affordable positioning service is highly requi...
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04/09/2015