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Black-Box Alpha Divergence Minimization.

, , , , , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 1511-1520. JMLR.org, (2016)

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Bayesian optimization of the PC algorithm for learning Gaussian Bayesian networks., , , , and . CoRR, (2018)Special Issue on "Solving complex machine learning problems with ensemble methods"., , , and . Neurocomputing, (2015)Deep Variational Implicit Processes., , and . CoRR, (2022)Correcting Model Bias with Sparse Implicit Processes., , , and . CoRR, (2022)Input Dependent Sparse Gaussian Processes., , and . CoRR, (2021)Deep Gaussian Processes Using Expectation Propagation and Monte Carlo Methods., , and . ECML/PKDD (3), volume 12459 of Lecture Notes in Computer Science, page 479-494. Springer, (2020)Activation-level uncertainty in deep neural networks., , , and . ICLR, OpenReview.net, (2021)Function-space Inference with Sparse Implicit Processes., , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 18723-18740. PMLR, (2022)Statistical Tests for the Detection of the Arrow of Time in Vector Autoregressive Models., , and . IJCAI, page 1544-1550. IJCAI/AAAI, (2013)A Double Pruning Algorithm for Classification Ensembles., , , and . MCS, volume 5997 of Lecture Notes in Computer Science, page 104-113. Springer, (2010)