Try out Delta-UQ to estimate epistemic uncertainty in deep neural networks!!
A demo of Uncertainty-Matching GNNs handling poisoning attacks.
Slides from my talk at MSR on Knowledge-Aware ML
Recording of my ASU Digital Culture Speaker Series talk
Slides from my talk at Raytheon on ML generalization & safety
Perspective talk at the DSI Healthcare AI workshop
DSI lecture series – Unsupervised Learning Part-I
DSI lecture series – Unsupervised Learning Part-II
DSI lecture series – Unsupervised Learning Part-III
Data Skeptic Podcast on Interpretability, AI4Health and more..
Nature Communications Highlight on AI and sciences!
HPCWire award for our work on cognitive simulations in fusion sciences.
News feature on Best Paper Award at SPIE
Research spotlight: Robust, safe and interpretable ML
A quick summary of work on counterfactual analysis of clinical models
News feature on “Learn-by-Calibrating” approach for surrogate modeling
A roundup of LLNL’s efforts in Healthcare AI!
Summary of our work on accelerating simulations for NIF!