Alp Kucukelbir
Publications by Year
Research Areas
Gaussian Processes and Bayesian Inference, Bayesian Methods and Mixture Models, Bayesian Modeling and Causal Inference, Reinforcement Learning in Robotics, Advanced Electron Microscopy Techniques and Applications
Most-Cited Works
- → Variational Inference: A Review for Statisticians(2023)2,159 cited
- → Quantifying the local resolution of cryo-EM density maps(2013)1,969 cited
- → Edward: A library for probabilistic modeling, inference, and criticism(2016)221 cited
- → Automatic Differentiation Variational Inference(2016)188 cited
- → Directly reconstructing principal components of heterogeneous particles from cryo-EM images(2015)79 cited
- → Automatic Variational Inference in Stan(2015)71 cited
- → A Bayesian adaptive basis algorithm for single particle reconstruction(2012)22 cited
- Reweighted Data for Robust Probabilistic Models(2016)
- → Variational Deep Q Network(2017)8 cited
- Population empirical Bayes(2015)