no code implementations • 23 Aug 2021 • Rosina O. Weber, Prateek Goel, Shideh Amiri, Gideon Simpson
Previous research in interpretable machine learning (IML) and explainable artificial intelligence (XAI) can be broadly categorized as either focusing on seeking interpretability in the agent's model (i. e., IML) or focusing on the context of the user in addition to the model (i. e., XAI).
2 code implementations • 27 Nov 2020 • Robert J. Webber, David Aristoff, Gideon Simpson
We explore whether splitting and killing methods can improve the accuracy of Markov chain Monte Carlo (MCMC) estimates of rare event probabilities, and we make three contributions.
Numerical Analysis Numerical Analysis 65C05, 65C40, 82C80