conftrace_

lloyd's algorithm

3 papers

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Co-occurring keywords

k-means clustering (235) clusterability assumption (1) stopping criterion (10) stochastic k-mean (1) mini-batch clustering (1) k-means algorithm (2) parameterized algorithm (32) convergence rate (607) clustering algorithm (206) algorithm selection (38)

Papers

Data-Driven Clustering via Parameterized Lloyd's Families NIPS 2018
Convergence Rate of Stochastic k-means AISTATS 2017
On Lloyd’s Algorithm: New Theoretical Insights for Clustering in Practice AISTATS 2016