no code implementations • 2 May 2024 • Ravi B. Sojitra, Vasilis Syrgkanis
We consider Dynamic Treatment Regimes (DTRs) with One Sided Noncompliance that arise in applications such as digital recommendations and adaptive medical trials.
no code implementations • 16 Jun 2021 • Tomas Folke, ZhaoBin Li, Ravi B. Sojitra, Scott Cheng-Hsin Yang, Patrick Shafto
Adversarial images highlight how vulnerable modern image classifiers are to perturbations outside of their training set.
1 code implementation • 7 Feb 2021 • Scott Cheng-Hsin Yang, Wai Keen Vong, Ravi B. Sojitra, Tomas Folke, Patrick Shafto
State-of-the-art deep-learning systems use decision rules that are challenging for humans to model.
Explainable artificial intelligence Explainable Artificial Intelligence (XAI) +1