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Efficient Bayesian Nonparametric Modelling of Structured Point Processes.

, , , and . UAI, page 310-319. AUAI Press, (2014)

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WiSE-ALE: Wide Sample Estimator for Aggregate Latent Embedding., , , , and . DGS@ICLR, OpenReview.net, (2019)A Sparse Gaussian Process Framework for Photometric Redshift Estimation., , , and . CoRR, (2015)Scalable Nonparametric Bayesian Inference on Point Processes with Gaussian Processes., and . ICML, volume 37 of JMLR Workshop and Conference Proceedings, page 2227-2236. JMLR.org, (2015)Optimal Pricing In Black Box Producer-Consumer Stackelberg Games Using Revealed Preference Feedback., and . MLSP, page 1-6. IEEE, (2019)Safety Guarantees for Planning Based on Iterative Gaussian Processes., , , , , , , and . CoRR, (2019)Hierarchy, priors and wavelets: structure and signal modelling using ICA., , and . Signal Process., 84 (2): 283-297 (2004)A Probabilistic Resource Allocating Network for Novelty Detection., and . Neural Comput., 6 (2): 270-284 (1994)Optimising Worlds to Evaluate and Influence Reinforcement Learning Agents., , , and . AAMAS, page 1943-1945. International Foundation for Autonomous Agents and Multiagent Systems, (2019)Ready Policy One: World Building Through Active Learning., , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 591-601. PMLR, (2020)Robust and Scalable SDE Learning: A Functional Perspective., , , and . ICLR, OpenReview.net, (2022)