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Fast Kronecker Inference in Gaussian Processes with non-Gaussian Likelihoods.

S. Flaxman, A. Wilson, D. Neill, H. Nickisch, and A. Smola. ICML, volume 37 of JMLR Workshop and Conference Proceedings, page 607-616. JMLR.org, (2015)

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Alexander Wilson University of Stuttgart

Andrew Furze University of Stuttgart

Dr. Andrew Clark University of Stuttgart

Univ. -Prof. Dr. Peter Gordon Rötzel University of Stuttgart

Andrew Nelson Butterfield University of Stuttgart

Other publications of authors with the same name

Modelling Input Varying Correlations between Multiple Responses.A. Wilson, and Z. Ghahramani. ECML/PKDD (2), volume 7524 of Lecture Notes in Computer Science, page 858-861. Springer, (2012)Automated Local Regression Discontinuity Design Discovery.W. Herlands, E. III, A. Wilson, and D. Neill. KDD, page 1512-1520. ACM, (2018)Efficient Gaussian Process-Based Inference for Modelling Spatio-Temporal Dengue Fever.J. Albinati, W. Jr., G. Pappa, and A. Wilson. BRACIS, page 61-66. IEEE Computer Society, (2017)SWALP : Stochastic Weight Averaging in Low Precision Training.G. Yang, T. Zhang, P. Kirichenko, J. Bai, A. Wilson, and C. Sa. ICML, volume 97 of Proceedings of Machine Learning Research, page 7015-7024. PMLR, (2019)Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data.W. Herlands, E. McFowland, A. Wilson, and D. Neill. AISTATS, volume 84 of Proceedings of Machine Learning Research, page 425-434. PMLR, (2018)Deep Kernel Learning.A. Wilson, Z. Hu, R. Salakhutdinov, and E. Xing. AISTATS, volume 51 of JMLR Workshop and Conference Proceedings, page 370-378. JMLR.org, (2016)Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction.W. Herlands, D. Neill, H. Nickisch, and A. Wilson. CoRR, (2018)Deep Kernel Learning.A. Wilson, Z. Hu, R. Salakhutdinov, and E. Xing. CoRR, (2015)Bayesian Optimization with Gradients.J. Wu, M. Poloczek, A. Wilson, and P. Frazier. NIPS, page 5267-5278. (2017)Scalable Levy Process Priors for Spectral Kernel Learning.P. Jang, A. Loeb, M. Davidow, and A. Wilson. NIPS, page 3940-3949. (2017)