6 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 6 cited
A Holistic Assessment of the Reliability of Machine Learning Systems
Anthony Corso, David Karamadian, Romeo Valentin +2
As machine learning (ML) systems increasingly permeate high-stakes settings such as healthcare, transportation, military, and national security, concerns regarding their reliabilit…
cs.LG2022★ 1 cited
Instance-wise algorithm configuration with graph neural networks
Romeo Valentin, Claudio Ferrari, Jérémy Scheurer +3
We present our submission for the configuration task of the Machine Learning for Combinatorial Optimization (ML4CO) NeurIPS 2021 competition. The configuration task is to predict a…