3 citations · 5 across the 11 of their papers we have counts for
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cs.DS2017
Approximate Correlation Clustering Using Same-Cluster Queries
Nir Ailon, Anup Bhattacharya, Ragesh Jaiswal
Ashtiani et al. (NIPS 2016) introduced a semi-supervised framework for clustering (SSAC) where a learner is allowed to make same-cluster queries. More specifically, in their model,…
cs.DS2017
On the k-Means/Median Cost Function
Anup Bhattacharya, Yoav Freund, Ragesh Jaiswal
In this work, we study the -means cost function. Given a dataset and an integer , the goal of the Euclidean -means problem is to find a set of $…
cs.DS2017
Approximate Clustering with Same-Cluster Queries
Nir Ailon, Anup Bhattacharya, Ragesh Jaiswal +1
Ashtiani et al. proposed a Semi-Supervised Active Clustering framework (SSAC), where the learner is allowed to make adaptive queries to a domain expert. The queries are of the kind…