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  2. Spatio-Temporal Variational Autoencoders

    https://www.mlmi.eng.cam.ac.uk/files/2019-2020_dissertations/spatio-temporal_variational_autoencoders.pdf
    19 Feb 2021: 8Specifically, lima,b x b. af (x, z)dz = lima,b. ba. x.

  3. A Policy Agnostic Framework for Post Hoc Analysis of Organ Allocation …

    https://www.mlmi.eng.cam.ac.uk/files/2020-2021_dissertations/framework_for_analysis_of_organ_allocation_policies.pdf
    15 Nov 2021: Donor Blood Group Can be transplanted to Proportion. O A, B, O, AB 48%. ... A A , AB 37.5%. B B, AB 11.5 %. AB AB 3%.

  4. Causal Representation Learning for Latent Space Optimization

    https://www.mlmi.eng.cam.ac.uk/files/2020-2021_dissertations/causal_representation_learning_for_latent_space_optimization.pdf
    15 Nov 2021: b) The effects on the image xand target y when intervening on each zi. ... b) The effects on the image x and target ywhen intervening on each zi.

  5. Depth Uncertainty Networks for Active Learning

    https://www.mlmi.eng.cam.ac.uk/files/2020-2021_dissertations/depth_uncertainty_networks_for_active_learning_reduced.pdf
    15 Nov 2021: BatchBALD, for example,extends αBALD to measure the mutual information between a joint of b data points and themodel parameters:. ... LDtrain(φ) LSGV BDtrain (φ) =Ntrain. B. B. i=1. log p(yi|xi,θ = t(φ,ε)).4 (2.21).

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