2 papers
math.OC2025
A Unified Optimization Framework for Multiclass Classification with Structured Hyperplane Arrangements
VÃctor Blanco, Harshit Kothari, James Luedtke
In this paper, we propose a new mathematical optimization model for multiclass classification based on arrangements of hyperplanes. Our approach preserves the core support vector m…
math.OC2024
Probing-Enhanced Stochastic Programming
Zhichao Ma, Youngdae Kim, Jeff Linderoth +2
We consider a two-stage stochastic decision problem where the decision-maker has the opportunity to obtain information about the distribution of the random variables that appe…