TVM: an automated end-to-end optimizing compiler for deep learning
There is an increasing need to bring machine learning to a wide diversity of hardware devices. Current frameworks rely on vendor-specific operator libraries and optimize for a n...
Publications
3 shownAnchors: High-Precision Model-Agnostic Explanations
We introduce a novel model-agnostic system that explains the behavior of complex models with high-precision rules called anchors, representing local, "sufficient" conditions for...
"Why Should I Trust You?"
Despite widespread adoption, machine learning models remain mostly black boxes. Understanding the reasons behind predictions is, however, quite important in assessing trust, whi...
Frequent Co-Authors
Researcher Info
- h-index
- 3
- Publications
- 3
- Citations
- 16,145
- Institution
- University of Washington
External Links
Identifiers
- ORCID
- 0000-0001-6348-5939
Impact Metrics
h-index
3
h-index: Number of publications with at least h citations each.