The fruit of our labor
Collection of technical reports and working papers, testimony to the strength and productivity of our group.
Repository of all the categories of scientific publications produced by our members over the years.
Integer (linear) programs are a standard way of formalizing a vast array of optimization problems in industry, services, management, science, and technology....
In simulation-based engineering, design choices are often obtained following the optimization of complex blackbox models. These models frequently involve mi...
The use of transfer learning within Bayesian optimization addresses the disadvantages of the so-called cold start problem by using source data to aid in th...
We consider the security-constrained optimal power flow (SCOPF) problem in a linearized form where thermal line limits are enforced as soft constraints to re...
Predicting the state of the weather, from tracking hurricanes and thunderstorms to assessing daily temperatures, is of crucial importance. Over the past deca...
Training language models (LMs) under tight GPU memory budgets rules out standard back-propagation and motivates zeroth-order (ZO) optimization. While ZO m...
