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20182021
most citedAnalysis of Invariance and Robustness via Invertibility of ReLU-Networks

7 citations · 8 across the 5 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

math.NA2021

Regularized Orthogonal Nonnegative Matrix Factorization and -means Clustering

Pascal Fernsel, Peter Maass

In this work, we focus on connections between -means clustering approaches and Orthogonal Nonnegative Matrix Factorization (ONMF) methods. We present a novel framework to extrac…

math.NA2021

Spatially Coherent Clustering Based on Orthogonal Nonnegative Matrix Factorization

Pascal Fernsel

Classical approaches in cluster analysis are typically based on a feature space analysis. However, many applications lead to datasets with additional spatial information and a grou…