16 citations · 33 across the 9 of their papers we have counts for
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cs.LG2015
Seeding K-Means using Method of Moments
Sayantan Dasgupta
K-means is one of the most widely used algorithms for clustering in Data Mining applications, which attempts to minimize the sum of the square of the Euclidean distance of the poin…
cs.LG2015
Fast Collaborative Filtering from Implicit Feedback with Provable Guarantees
Sayantan Dasgupta
Building recommendation algorithms is one of the most challenging tasks in Machine Learning. Although most of the recommendation systems are built on explicit feedback available fr…