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Discovering Interpretable Representations for Both Deep Generative…
https://mlg.eng.cam.ac.uk/adrian/ICML18-Discovering.pdf16 May 2024: 1. IntroductionLearning interpretable data representations is becomingever more important as machine learning models grow insize and complexity, and as applications reach critical so-cial, economic and public health domains. ... exam-ined latent space Results that match 1 of 2 words
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Probabilistic Machine Learning 4f13 Michaelmas 2023
https://mlg.eng.cam.ac.uk/teaching/4f13/2324/19 Nov 2023: There is no final exam. Format:This year the course will be taught in person, in LR 1, weekly on Mondays 9:00-10:00 and Tuesdays 9:00-10:00, -
Machine Learning 4f13 Lent 2008
https://mlg.eng.cam.ac.uk/teaching/4f13/0708/19 Nov 2023: Structure & Assessment:14 lectures, 2 example papers, 2 assigments (25%) and final exam (75%). -
From Parity to Preference-based Notionsof Fairness in Classification…
https://mlg.eng.cam.ac.uk/adrian/NeurIPS17-from-parity-to-preference.pdf16 May 2024: In this paper, we draw inspiration from the fair-division and envy-freeness literature in economics and game theory and proposepreference-based notions of fairness—given the choice between various sets ... In this work, we introduce, formalize and -
Machine Learning 4f13 Lent 2009
https://mlg.eng.cam.ac.uk/teaching/4f13/0809/19 Nov 2023: The evaluation is by the course work, there is no final exam. -
Adrian Weller
https://mlg.eng.cam.ac.uk/adrian/16 May 2024: Adrian serves on the boards of several organizations. He is a member of the World Economic Forum Global Future Council on the Future of AI, and is co-director of the -
Machine Learning 4f13 Lent 2010
https://mlg.eng.cam.ac.uk/teaching/4f13/0910/19 Nov 2023: There is no final exam. Time: 10:00 - 11:00 Wednesdays and 10:00 - 11:00 Thursdays. -
Part 1B Paper 7, Probability and Statistics
https://mlg.eng.cam.ac.uk/teaching/1BP7/1819/19 Nov 2023: However, please be careful if you use older slides, past exam questions, etc. ... to be able to derive this at the exam. -
Orthogonal estimation of Wasserstein distances Mark Rowland*, Jiri…
https://mlg.eng.cam.ac.uk/adrian/slicedwasserstein_poster.pdf16 May 2024: Naturally incorporate spatial information. • Applications from economics to machine learning. -
Machine Learning 4f13 Lent 2013
https://mlg.eng.cam.ac.uk/teaching/4f13/1213/19 Nov 2023: There is no final exam. Time: 11:00 - 12:00 Tuesdays and 10:00 - 11:00 Thursdays.
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