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Cambridge Machine Learning Group Publications
https://mlg.eng.cam.ac.uk/pub/authors/13 Feb 2023: Here we propose a flexible GM-based RL framework which leverages efficient inference procedures to enhance generalisation and transfer power. ... Our approach is inspired from the fact that human developers seldom get their program correct on the first -
Cambridge Machine Learning Group Publications
https://mlg.eng.cam.ac.uk/pub/13 Feb 2023: Among else, we find that the strategically produced content exhibits strong dependence between algorithmic exploration and content diversity, and between model expressivity and bias towards gender-based user and creator groups. ... One method, the Markov -
Machine Learning Group Publications
https://mlg.eng.cam.ac.uk/pub/topics/13 Feb 2023: One method, the Markov Autoregressive Flow (Markov AF) addresses the Gaussian assumption, by providing a more flexible class of posteriors, based on normalizing flows, which can be easily evaluated, sampled, and ... variational methods) and iterative -
https://mlg.eng.cam.ac.uk/blog/feed.xml
https://mlg.eng.cam.ac.uk/blog/feed.xml12 Apr 2024: This brings us to a neural network as a flexible transformation $phi_theta$. ... to $u_t$, there’s no point in learning an approximation $u_{theta}(t, x)$ in the first place! -
LNAI 3944 - Evaluating Predictive Uncertainty Challenge
https://mlg.eng.cam.ac.uk/pub/pdf/QuiRasSinetal06.pdf13 Feb 2023: First, to build it in as flexible a way aspossible way in order to be able to do minor changes very easily, like for exampleincluding additional losses, even during the competition. ... Excluding that case, Kohonen andSuomela’s entry would have ranked
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