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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
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publications
Understanding Local Linearisation in Variational Gaussian Process State Space Models
Talay M Cheema, Time Series Workshop (TSW) at the 38th International Conference on Machine Learning (ICML), 2021
paper · poster · text citation ·
Contrasting Discrete and Continuous Time Methodsfor Bayesian System Identification
Talay M Cheema, Carl Edward Rasmussen, Workshop on Continuous Time Methods in Machine Learning (CTMML) at the 39th International Conference on Machine Learning (ICML), 2022
paper · slides · poster · text citation ·
Kernel Learning for Explainable Climate Science
Vidhi Lalchand, Kenza Tazi, Talay M Cheema, Richard E Turner, Scott Hosking, 16th Workshop on Bayesian Modelling Applications (BMAW) at the 38th Conference on Uncertainty in Artificial Intelligence (UAI), 2022
paper · text citation ·
talks
Federated Learning (Cambridge machine learning reading group)
Published:
With Siddharth Swaroop. Slides.