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2020 – today
- 2024
[i10]Nicolas Beltran-Velez, Alessandro Antonio Grande, Achille Nazaret, Alp Kucukelbir, David M. Blei:
Treeffuser: Probabilistic Predictions via Conditional Diffusions with Gradient-Boosted Trees. CoRR abs/2406.07658 (2024)- 2021
- [c7]Yunhao Tang, Alp Kucukelbir:
Hindsight Expectation Maximization for Goal-conditioned Reinforcement Learning. AISTATS 2021: 2863-2871 - 2020
- [c6]Yunhao Tang, Krzysztof Choromanski, Alp Kucukelbir:
Variance Reduction for Evolution Strategies via Structured Control Variates. AISTATS 2020: 646-656 - [i9]Yunhao Tang, Alp Kucukelbir:
Hindsight Expectation Maximization for Goal-conditioned Reinforcement Learning. CoRR abs/2006.07549 (2020)
2010 – 2019
- 2019
- [i8]Yunhao Tang, Krzysztof Choromanski, Alp Kucukelbir:
Variance Reduction for Evolution Strategies via Structured Control Variates. CoRR abs/1906.08868 (2019) - 2017
- [j1]Alp Kucukelbir, Dustin Tran, Rajesh Ranganath, Andrew Gelman, David M. Blei:
Automatic Differentiation Variational Inference. J. Mach. Learn. Res. 18: 14:1-14:45 (2017) - [c5]Alp Kucukelbir, Yixin Wang, David M. Blei:
Evaluating Bayesian Models with Posterior Dispersion Indices. ICML 2017: 1925-1934 - [c4]Yixin Wang, Alp Kucukelbir, David M. Blei:
Robust Probabilistic Modeling with Bayesian Data Reweighting. ICML 2017: 3646-3655 - [i7]Yunhao Tang, Alp Kucukelbir:
Variational Deep Q Network. CoRR abs/1711.11225 (2017) - 2016
- [i6]David M. Blei, Alp Kucukelbir, Jon D. McAuliffe:
Variational Inference: A Review for Statisticians. CoRR abs/1601.00670 (2016) - [i5]Alp Kucukelbir, Dustin Tran, Rajesh Ranganath, Andrew Gelman, David M. Blei:
Automatic Differentiation Variational Inference. CoRR abs/1603.00788 (2016) - [i4]Alp Kucukelbir, David M. Blei:
Posterior Dispersion Indices. CoRR abs/1605.07604 (2016) - [i3]Yixin Wang, Alp Kucukelbir, David M. Blei:
Reweighted Data for Robust Probabilistic Models. CoRR abs/1606.03860 (2016) - [i2]Dustin Tran, Alp Kucukelbir, Adji B. Dieng, Maja Rudolph, Dawen Liang, David M. Blei:
Edward: A library for probabilistic modeling, inference, and criticism. CoRR abs/1610.09787 (2016) - 2015
- [c3]Alp Kucukelbir, Rajesh Ranganath, Andrew Gelman, David M. Blei:
Automatic Variational Inference in Stan. NIPS 2015: 568-576 - [c2]Alp Kucukelbir, David M. Blei:
Population Empirical Bayes. UAI 2015: 444-453 - 2014
- [i1]Alp Kucukelbir, David M. Blei:
Profile Predictive Inference. CoRR abs/1411.0292 (2014)
2000 – 2009
- 2009
- [c1]Alp Kucukelbir, Azadeh Kushki, Konstantinos N. Plataniotis:
A new stochastic estimator for tremor frequency tracking. ICASSP 2009: 421-424
Coauthor Index
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