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03/19/2018
Numerical Integration on Graphs: where to sample and how to weigh
Let G=(V,E,w) be a finite, connected graph with weighted edges. We are i...
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12/25/2017
Efficient Algorithms for t-distributed Stochastic Neighborhood Embedding
t-distributed Stochastic Neighborhood Embedding (t-SNE) is a method for ...
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11/13/2017
Randomized Near Neighbor Graphs, Giant Components, and Applications in Data Science
If we pick n random points uniformly in [0,1]^d and connect each point t...
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06/08/2017