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05/30/2023
Identifying the Complete Correlation Structure in Large-Scale High-Dimensional Data Sets with Local False Discovery Rates
The identification of the dependent components in multiple data sets is ...
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05/25/2023
Emergency Response Person Localization and Vital Sign Estimation Using a Semi-Autonomous Robot Mounted SFCW Radar
The large number and scale of natural and man-made disasters have led to...
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12/14/2022
Reconstruction of Multivariate Sparse Signals from Mismatched Samples
Erroneous correspondences between samples and their respective channel o...
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04/01/2022
Robust and Efficient Aggregation for Distributed Learning
Distributed learning paradigms, such as federated and decentralized lear...
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10/12/2021
The Terminating-Knockoff Filter: Fast High-Dimensional Variable Selection with False Discovery Rate Control
We propose the Terminating-Knockoff (T-Knock) filter, a fast variable se...
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07/26/2021
Robust Regularized Locality Preserving Indexing for Fiedler Vector Estimation
The Fiedler vector of a connected graph is the eigenvector associated wi...
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06/30/2020
Real Elliptically Skewed Distributions and Their Application to Robust Cluster Analysis
This article proposes a new class of Real Elliptically Skewed (RESK) dis...
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05/04/2020
Robust M-Estimation Based Bayesian Cluster Enumeration for Real Elliptically Symmetric Distributions
Robustly determining the optimal number of clusters in a data set is an ...
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11/29/2018
Robust Bayesian Cluster Enumeration
A major challenge in cluster analysis is that the number of data cluster...
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10/22/2017
