Search Results for author: Christian A. Schroth

Found 4 papers, 3 papers with code

Emergency Response Person Localization and Vital Sign Estimation Using a Semi-Autonomous Robot Mounted SFCW Radar

1 code implementation25 May 2023 Christian A. Schroth, Christian Eckrich, Ibrahim Kakouche, Stefan Fabian, Oskar von Stryk, Abdelhak M. Zoubir, Michael Muma

The large number and scale of natural and man-made disasters have led to an urgent demand for technologies that enhance the safety and efficiency of search and rescue teams.

Human Detection

Attacks on Robust Distributed Learning Schemes via Sensitivity Curve Maximization

no code implementations27 Apr 2023 Christian A. Schroth, Stefan Vlaski, Abdelhak M. Zoubir

Classically, aggregation in distributed learning is based on averaging, which is statistically efficient, but susceptible to attacks by even a small number of malicious agents.

Real Elliptically Skewed Distributions and Their Application to Robust Cluster Analysis

1 code implementation30 Jun 2020 Christian A. Schroth, Michael Muma

This article proposes a new class of Real Elliptically Skewed (RESK) distributions and associated clustering algorithms that allow for integrating robustness and skewness into a single unified cluster analysis framework.

Clustering

Robust M-Estimation Based Bayesian Cluster Enumeration for Real Elliptically Symmetric Distributions

3 code implementations4 May 2020 Christian A. Schroth, Michael Muma

Robustly determining the optimal number of clusters in a data set is an essential factor in a wide range of applications.

Person Identification

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