Taewoo Lee

Optimality-Based Clustering: An Inverse Optimization Approach

2021 · arXiv (Cornell University)

We propose a new clustering approach, called optimality-based clustering, that clusters data points based on their latent decision-making preferences. We assume that each data point is a decision generated by a decision-maker who (approximately) solves …