Alp Kucukelbir

According to our database, Alp Kucukelbir authored at least 15 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Treeffuser: Probabilistic Predictions via Conditional Diffusions with Gradient-Boosted Trees.

Nicolas Beltran-Velez, Alessandro Antonio Grande, Achille Nazaret, Alp Kucukelbir, David M. Blei

CoRR, 2024

2021

Hindsight Expectation Maximization for Goal-conditioned Reinforcement Learning.

Yunhao Tang, Alp Kucukelbir

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Variance Reduction for Evolution Strategies via Structured Control Variates.

Yunhao Tang, Krzysztof Choromanski, Alp Kucukelbir

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2017

Automatic Differentiation Variational Inference.

Alp Kucukelbir, Dustin Tran, Rajesh Ranganath, Andrew Gelman, David M. Blei

J. Mach. Learn. Res., 2017

Variational Deep Q Network.

Yunhao Tang, Alp Kucukelbir

CoRR, 2017

Robust Probabilistic Modeling with Bayesian Data Reweighting.

Yixin Wang, Alp Kucukelbir, David M. Blei

Proceedings of the 34th International Conference on Machine Learning, 2017

Evaluating Bayesian Models with Posterior Dispersion Indices.

Alp Kucukelbir, Yixin Wang, David M. Blei

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

Reweighted Data for Robust Probabilistic Models.

Yixin Wang, Alp Kucukelbir, David M. Blei

CoRR, 2016

Edward: A library for probabilistic modeling, inference, and criticism.

Dustin Tran, Alp Kucukelbir, Adji B. Dieng, Maja Rudolph, Dawen Liang, David M. Blei

CoRR, 2016

Posterior Dispersion Indices.

Alp Kucukelbir, David M. Blei

CoRR, 2016

Variational Inference: A Review for Statisticians.

David M. Blei, Alp Kucukelbir, Jon D. McAuliffe

CoRR, 2016

2015

Population Empirical Bayes.

Alp Kucukelbir, David M. Blei

Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

Automatic Variational Inference in Stan.

Alp Kucukelbir, Rajesh Ranganath, Andrew Gelman, David M. Blei

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014

Profile Predictive Inference.

Alp Kucukelbir, David M. Blei

CoRR, 2014

2009

A new stochastic estimator for tremor frequency tracking.

Alp Kucukelbir, Azadeh Kushki, Konstantinos N. Plataniotis

Proceedings of the IEEE International Conference on Acoustics, 2009