Adnan Darwiche
explainable ai
knowledge compilation
tractable circuits
classifiers
variable elimination
model-based supervised learning
tensor graphs
3
presentations
1
number of views
SHORT BIO
Adnan Darwiche is a professor and former chairman of the computer science department at UCLA. He directs the Automated Reasoning Group, which focuses on symbolic and probabilistic reasoning and their applications to machine learning. Professor Darwiche is Fellow of AAAI and ACM. He is a former editor-in-chief of the Journal of Artificial Intelligence Research (JAIR) and author of "Modeling and Reasoning with Bayesian Networks," by Cambridge University Press.
Presentations
On the Computation of Necessary and Sufficient Explanations
Adnan Darwiche and 1 other author
On the Reasons Behind Decisions
Adnan Darwiche
An Advance on Variable Elimination with Applications to Tensor-Based Computation
Adnan Darwiche