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07/10/2023
Temporal network compression via network hashing
Pairwise temporal interactions between entities can be represented as te...
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07/05/2023
Implicit Differentiation for Hyperparameter Tuning the Weighted Graphical Lasso
We provide a framework and algorithm for tuning the hyperparameters of t...
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04/29/2021
Fast Multiscale Diffusion on Graphs
Diffusing a graph signal at multiple scales requires computing the actio...
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10/31/2019
Solving NMF with smoothness and sparsity constraints using PALM
Non-negative matrix factorization is a problem of dimensionality reducti...
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03/11/2019
L^γ-PageRank for Semi-Supervised Learning
PageRank for Semi-Supervised Learning has shown to leverage data structu...
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12/25/2017