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20172023
most citedThe SVD of Convolutional Weights: A CNN Interpretability Framework

7 citations · 11 across the 5 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

math.CO2018

On the Structure of Isometrically Embeddable Metric Spaces

Kathleen Nowak, Carlos Ortiz Marrero, Stephen J. Young

Since its popularization in the 1970s the Fiedler vector of a graph has become a standard tool for clustering of the vertices of the graph. Recently, Mendel and Noar, Dumitriu and…

math.AP2018

Learning Parameters and Constitutive Relationships with Physics Informed Deep Neural Networks

Alexandre M. Tartakovsky, Carlos Ortiz Marrero, Paris Perdikaris +2

We present a physics informed deep neural network (DNN) method for estimating parameters and unknown physics (constitutive relationships) in partial differential equation (PDE) mod…