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cs.LG2021
Learning to Cluster via Same-Cluster Queries
Yi Li, Yan Song, Qin Zhang
We study the problem of learning to cluster data points using an oracle which can answer same-cluster queries. Different from previous approaches, we do not assume that the total n…
cs.LG2021
Learning-Augmented Sketches for Hessians
Yi Li, Honghao Lin, David P. Woodruff
Sketching is a dimensionality reduction technique where one compresses a matrix by linear combinations that are chosen at random. A line of work has shown how to sketch the Hessian…