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08/16/2023
Reproducing Kernel Hilbert Space Pruning for Sparse Hyperspectral Abundance Prediction
Hyperspectral measurements from long range sensors can give a detailed p...
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07/21/2023
Formal Concept Lattice Representations and Algorithms for Hypergraphs
There is increasing focus on analyzing data represented as hypergraphs, ...
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03/10/2023
Fast computation of permutation equivariant layers with the partition algebra
Linear neural network layers that are either equivariant or invariant to...
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06/21/2022
Renormalized Sparse Neural Network Pruning
Large neural networks are heavily over-parameterized. This is done becau...
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03/03/2022
Linear Run Time of Persistent Homology Computation with GPU Parallelization
Persistent homology is a crucial invariant that is used in many areas to...
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02/28/2022