2.4k citations · 3.8k across the 11 of their papers we have counts for
3 papers · 1 filter
Fourier-Based Augmentations for Improved Robustness and Uncertainty Calibration
Ryan Soklaski, Michael Yee, Theodoros Tsiligkaridis
Diverse data augmentation strategies are a natural approach to improving robustness in computer vision models against unforeseen shifts in data distribution. However, the ability t…
Knowledge-Integrated Informed AI for National Security
Anu K. Myne, Kevin J. Leahy, Ryan J. Soklaski
The state of artificial intelligence technology has a rich history that dates back decades and includes two fall-outs before the explosive resurgence of today, which is credited la…
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…