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Sum-Product Copulas
https://www.mlmi.eng.cam.ac.uk/files/ramonacomanescu-thesis.pdf18 Nov 2019: For exam-ple, the network polynomial of a Bernoulli distribution with parameter p is p[Xi](1p)[X̄i].To compute the unnormalized probability of evidence e, where e is a partial -
Fairness in Machine Learning withCausal Reasoning Philip Ball…
https://www.mlmi.eng.cam.ac.uk/files/ball_thesis.pdf6 Nov 2019: For exam-ple, how would the outcome of some decision (i.e., admission to law school) have changedin a ‘different world’ where an individual had had a different protected attribute Results that match 1 of 2 words
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Interpreting Uncertainty in Bayesian Neural Networks
https://www.mlmi.eng.cam.ac.uk/files/javier_poster.pdf15 Nov 2019: Ha = 1.2. In the above example, two factors are principally responsible for the largealeatoric entropy: the high the economic status of the population andthe low pupil-teacher ratio. -
Investigating Inference in BayesianNeural Networks via Active…
https://www.mlmi.eng.cam.ac.uk/files/riccardo_barbano_dissertation_mlmi.pdf18 Nov 2019: Investigating Inference in BayesianNeural Networks via Active Learning. Riccardo Barbano. Supervisors:. Jonathan Gordon, Robert Pinsler,. Dr José Miguel Hernández-Lobato. Department of Engineering. University of Cambridge. This dissertation is -
Interpretable Machine Learning Tyler Martin Supervisor: Dr. Adrian…
https://www.mlmi.eng.cam.ac.uk/files/tam_final_reduced.pdf18 Nov 2019: Interpretable Machine Learning. Tyler Martin. Supervisor: Dr. Adrian Weller. A dissertation presented for the degree of. Master of Philosophy in Machine Learning and Machine Intelligence. Department of Engineering. University of Cambridge. Darwin -
Distributed Variational Inferenceand Privacy
https://www.mlmi.eng.cam.ac.uk/files/dissertation_-_xiping_liu.pdf18 Nov 2019: Distributed Variational Inferenceand Privacy. Xiping Liu. Supervisor: Dr Richard E. Turner. Department of EngineeringUniversity of Cambridge. This dissertation is submitted for the degree ofMaster of Philosophy in Machine Learning and Machine -
Curiosity-Driven Reinforcement Learning for Dialogue Management
https://www.mlmi.eng.cam.ac.uk/files/paulawesselmann_mlsalt.pdf6 Nov 2019: An exam-ple of a dialogue act is inform, matched with the slot-value pair name="Char Sue",area="center", the combination makes up the dialogue act inform(name="Char -
Bayesian Neural Networks for K-Shot Learning
https://www.mlmi.eng.cam.ac.uk/files/swiatkowski_dissertation.pdf30 Oct 2019: Bayesian Neural Networks forK-Shot Learning. Jakub Bartłomiej Świątkowski. Department of EngineeringUniversity of Cambridge. This dissertation is submitted for the degree ofMaster of Philosophy. Homerton College August 2017. Declaration. I, Jakub -
Designing Neural Network Hardware Accelerators Using Deep Gaussian…
https://www.mlmi.eng.cam.ac.uk/files/havasi_dissertation.pdf30 Oct 2019: Designing Neural Network HardwareAccelerators Using Deep Gaussian. Processes. Márton Havasi. Supervisor: Dr. J. M. Hernández-Lobato. Department of EngineeringUniversity of Cambridge. This dissertation is submitted for the degree ofMaster of -
Gong_dissertation
https://www.mlmi.eng.cam.ac.uk/files/gong_dissertation_reduced.pdf30 Oct 2019: Wasserstein Generative AdversarialNetwork. Wenbo Gong. Department of EngineeringUniversity of Cambridge. This dissertation is submitted for the degree ofMaster of Philosophy. Gonville and Caius College August 2017. I would like to dedicate this
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