no code implementations • 17 Feb 2018 • Samuel Ainsworth, Nicholas Foti, Adrian KC Lee, Emily Fox
Deep generative models have recently yielded encouraging results in producing subjectively realistic samples of complex data.
3 code implementations • 16 Feb 2018 • Alex Tank, Ian Covert, Nicholas Foti, Ali Shojaie, Emily Fox
We show that our neural Granger causality methods outperform state-of-the-art nonlinear Granger causality methods on the DREAM3 challenge data.
1 code implementation • ICML 2017 • Andrew C. Miller, Nicholas Foti, Ryan P. Adams
We propose a black-box variational inference method to approximate intractable distributions with an increasingly rich approximating class.