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20182021
most citedA Hierarchy of Graph Neural Networks Based on Learnable Local Features

7 citations · 7 across the 2 of their papers we have counts for

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math.OC2021

Stochastic Cutting Planes for Data-Driven Optimization

Dimitris Bertsimas, Michael Lingzhi Li

We introduce a stochastic version of the cutting-plane method for a large class of data-driven Mixed-Integer Nonlinear Optimization (MINLO) problems. We show that under very weak a…

math.OC2018

Interpretable Matrix Completion: A Discrete Optimization Approach

Dimitris Bertsimas, Michael Lingzhi Li

We consider the problem of matrix completion on an matrix. We introduce the problem of Interpretable Matrix Completion that aims to provide meaningful insights for the…