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stat.ML2021★ 2 cited
Transfer Learning in Information Criteria-based Feature Selection
Shaohan Chen, Nikolaos V. Sahinidis, Chuanhou Gao
This paper investigates the effectiveness of transfer learning based on Mallows' Cp. We propose a procedure that combines transfer learning with Mallows' Cp (TLCp) and prove that i…
math.OC2021
SDP-quality bounds via convex quadratic relaxations for global optimization of mixed-integer quadratic programs
Carlos J. Nohra, Arvind U. Raghunathan, Nikolaos V. Sahinidis
We consider the global optimization of nonconvex mixed-integer quadratic programs with linear equality constraints. In particular, we present a new class of convex quadratic relaxa…