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Modeling the Thermal Dynamics of Buildings: A Latent-Force- Model-Based Approach.

, , , , , and . ACM TIST, 6 (1): 7:1-7:27 (2015)

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Bayesian one-mode projection for dynamic bipartite graphs, , , and . CoRR, (2012)Bayesian Heatmaps: Probabilistic Classification with Multiple Unreliable Information Sources., , and . CoRR, (2019)Explaining the Adaptive Generalisation Gap., , , and . CoRR, (2020)SafePILCO: A Software Tool for Safe and Data-Efficient Policy Synthesis., , , and . QEST, volume 12289 of Lecture Notes in Computer Science, page 18-26. Springer, (2020)On Sequential Bayesian Inference for Continual Learning., , , , and . CoRR, (2023)Bayesian Approaches to Gaussian Mixture Modeling., , , and . IEEE Trans. Pattern Anal. Mach. Intell., 20 (11): 1133-1142 (1998)Bioacoustic detection with wavelet-conditioned convolutional neural networks., , , , , and . Neural Comput. Appl., 32 (4): 915-927 (2020)Efficient Bayesian Nonparametric Modelling of Structured Point Processes., , , and . UAI, page 310-319. AUAI Press, (2014)Improved Stochastic Trace Estimation using Mutually Unbiased Bases., , , and . UAI, page 310-318. AUAI Press, (2018)Towards a Theoretical Understanding of the Robustness of Variational Autoencoders., , , , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 3565-3573. PMLR, (2021)