50 citations · 84 across the 11 of their papers we have counts for
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stat.ML2019★ 50 cited
Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection
Xiaoyi Gu, Leman Akoglu, Alessandro Rinaldo
Nearest-neighbor (NN) procedures are well studied and widely used in both supervised and unsupervised learning problems. In this paper we are concerned with investigating the perfo…
math.OC2019
Exact Augmented Lagrangian Duality for Mixed Integer Quadratic Programming
Xiaoyi Gu, Shabbir Ahmed, Santanu S. Dey
Mixed integer quadratic programming (MIQP) is the problem of minimizing a convex quadratic function over mixed integer points in a rational polyhedron. This paper focuses on the au…