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07/03/2023
Coupled Gradient Flows for Strategic Non-Local Distribution Shift
We propose a novel framework for analyzing the dynamics of distribution ...
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03/02/2023
Bayesian Posterior Perturbation Analysis with Integral Probability Metrics
In recent years, Bayesian inference in large-scale inverse problems foun...
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09/13/2019
Spectral Analysis Of Weighted Laplacians Arising In Data Clustering
Graph Laplacians computed from weighted adjacency matrices are widely us...
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06/18/2019
Consistency of semi-supervised learning algorithms on graphs: Probit and one-hot methods
Graph-based semi-supervised learning is the problem of propagating label...
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01/30/2019