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stat.ML2020
Continuum-Armed Bandits: A Function Space Perspective
Shashank Singh
Continuum-armed bandits (a.k.a., black-box or -order optimization) involves optimizing an unknown objective function given an oracle that evaluates the function at a query…
stat.ML2020★ 1 cited
Multiclass Classification via Class-Weighted Nearest Neighbors
Justin Khim, Ziyu Xu, Shashank Singh
We study statistical properties of the k-nearest neighbors algorithm for multiclass classification, with a focus on settings where the number of classes may be large and/or classes…