Alp Kucukelbir

Alp Kucukelbir

Columbia University New York - New York / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 912077
person_outline Alp Kucukelbir's MOST POPULAR ARTICLES
1-) Variational inference: A review for statisticians Journal of the American statistical Association 112 (518), 859-877, 2017
2-) Automatic differentiation variational inference Journal of machine learning research 18 (14), 1-45, 2017
3-) Edward: A library for probabilistic modeling, inference, and criticism arXiv preprint arXiv:1610.09787, 2016
4-) Robust probabilistic modeling with Bayesian data reweighting Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
5-) Directly reconstructing principal components of heterogeneous particles from cryo-EM images Journal of structural biology 191 (2), 245-262, 2015