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Computational abstractions for probabilistic and differentiable…
https://mlg.eng.cam.ac.uk/capp-workshop/23 Nov 2022: Online. Bayesian inference and machine learning have found numerous use cases in applied domains and basic science, such as disease modeling, climate research, economics, or astronomy. ... Programming language and compiler research can provide tools and -
3F3: Signal and Pattern Processing Lecture 1: Introduction to ...
https://mlg.eng.cam.ac.uk/teaching/3f3/1011/lect1.pdf19 Nov 2023: Computational Neuroscience: neuronal networks, neural information processing,. • Economics: decision theory, game theory, operational research,. -
Unsupervised Learning Week 1: Introduction, Statistical Basics,and a…
https://mlg.eng.cam.ac.uk/zoubin/course05/lect1.pdf27 Jan 2023: Cognitive Science: computational linguistics, philosophy of mind,. • Economics: decision theory, game theory, operational research. • ... Tom Minka’s in-depth notes on matrix algebra:http://research.microsoft.com/minka/papers/matrix/. -
Beyond Distributive Fairness in Algorithmic Decision Making: Feature…
https://mlg.eng.cam.ac.uk/adrian/AAAI18-BeyondDistributiveFairness.pdf16 Jul 2024: In Univer-sity of Michigan Law & Economics Research Paper No. 16012.Ahmed, F.; Dickerson, J. ... Discrimination. In The Stanford Encyclope-dia of Philosophy. Metaphysics Research Lab, Stanford University.https://plato.stanford.edu/archives/win2016/entries -
Generalised Bayesian Matrix Factorisation Models Shakir Mohamed St…
https://mlg.eng.cam.ac.uk/pub/pdf/Moh11.pdf13 Feb 2023: I also thank the National Research Foundation (NRF), South Africa, forsupport and the invaluable role they play in supporting South African researchers.Travel funds were obtained with the generous support of ... 1.1 The Ubiquitous Latent Variable. Models -
Bayesian Learning forData-Efficient Control Rowan McAllister…
https://mlg.eng.cam.ac.uk/pub/pdf/Mca16.pdf13 Feb 2023: the PhD, with whom I learned much aboutoutdoor robotics research and first started using Bayesian techniques. ... There is themathematics community (operations research, optimisation), machine learning (re-inforcement learning), economics (decision theory
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