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stat.ML2017★ 3 cited
Relaxed Oracles for Semi-Supervised Clustering
Taewan Kim, Joydeep Ghosh
Pairwise "same-cluster" queries are one of the most widely used forms of supervision in semi-supervised clustering. However, it is impractical to ask human oracles to answer every…
stat.ML2017★ 4 cited
Semi-Supervised Active Clustering with Weak Oracles
Taewan Kim, Joydeep Ghosh
Semi-supervised active clustering (SSAC) utilizes the knowledge of a domain expert to cluster data points by interactively making pairwise "same-cluster" queries. However, it is im…