1 citations · 1 across the 3 of their papers we have counts for
4 papers
Convergence of the QuickVal Residual
James Allen Fill, Jason Matterer
QuickSelect (aka Find), introduced by Hoare (1961), is a randomized algorithm for selecting a specified order statistic from an input sequence of objects, or rather their ident…
Mahalanobis-Aware Training for Out-of-Distribution Detection
Connor Mclaughlin, Jason Matterer, Michael Yee
While deep learning models have seen widespread success in controlled environments, there are still barriers to their adoption in open-world settings. One critical task for safe de…
Poisoning Network Flow Classifiers
Giorgio Severi, Simona Boboila, Alina Oprea +3
As machine learning (ML) classifiers increasingly oversee the automated monitoring of network traffic, studying their resilience against adversarial attacks becomes critical. This…
Tools and Practices for Responsible AI Engineering
Ryan Soklaski, Justin Goodwin, Olivia Brown +2
Responsible Artificial Intelligence (AI) - the practice of developing, evaluating, and maintaining accurate AI systems that also exhibit essential properties such as robustness and…