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  2. Working Draft 1 Accountability of AI Under the Law: ...

    https://mlg.eng.cam.ac.uk/adrian/SSRN-id3064761-Dec19.pdf
    19 Jun 2024: Working Draft. 1. Accountability of AI Under the Law: The Role of Explanation. Finale Doshi-Velez, Mason Kortz, Ryan Budish, Chris Bavitz, Sam Gershman, David O’Brien, Kate Scott, Stuart Shieber, James Waldo, David Weinberger, Adrian Weller,.
  3. Bayesian Knowledge Corroboration with LogicalRules and User Feedback…

    https://mlg.eng.cam.ac.uk/pub/pdf/KasVanGraHer10.pdf
    13 Feb 2023: They report results on various datasets one of whichis a sixth-grade biology test dataset. ... This test consists of 15 yes-no questionswhich can be viewed as statements in our setting.
  4. 1471-2105-10-242.fm

    https://mlg.eng.cam.ac.uk/pub/pdf/SavHelXuetal09.pdf
    13 Feb 2023: However, instead ofdistance, the algorithm uses a statistical hypothesis test tochoose which clusters to merge. ... multiple time series. Journal of Business and Economic Statistics2008, 26:78-89. 13.
  5. TCS November 2001, 2nd pages.qxd

    https://mlg.eng.cam.ac.uk/zoubin/papers/WolGhaFla01.pdf
    27 Jan 2023: Vygotsky thought of as the ‘historicalnature’ of psychological processes – the extent towhich reasoning, memory and categorization areshaped by the social and economic practices of a given. ... era1,2. Faced with the upheavals throughout theSoviet
  6. 13 Feb 2023: we only need to query the GP at training and test inputs, which form a finite set. ... 1.26). where KMN is the cross-covariance of the training and test inputs and KM the.
  7. 13 Feb 2023: Moreover, at test time, the DPM always allows for the possibility thata new test point (e.g.
  8. /users/joe/src/tops/dvips

    https://mlg.eng.cam.ac.uk/pub/pdf/GhaHin00a.pdf
    13 Feb 2023: LETTER Communicated by Volker Tresp. Variational Learning for Switching State-Space Models. Zoubin GhahramaniGeoffrey E. HintonGatsby Computational Neuroscience Unit, University College London, London WC1N3AR, U.K. We introduce a new statistical
  9. Efficient Reinforcement Learning using Gaussian Processes

    https://mlg.eng.cam.ac.uk/pub/pdf/Dei10.pdf
    13 Feb 2023: The variables xj in the center plate are a finite number of test inputs. ... us start scalar training targets yi R and a deterministic test input x.
  10. Computation and Psychophysics ofSensorimotor IntegrationbyZoubin…

    https://mlg.eng.cam.ac.uk/zoubin/papers/thesis.pdf
    27 Jan 2023: The series of experimentsin Chapters 2 and 3, are designed to test these models in two distinct sensorimotorsystems.There may be no single principle underlying the integration of information frommultiple sources ... We start, however, with the hypothesis
  11. 13 Feb 2023: a) RMSE on training data (b) RMSE on test data(c) NLP (shown on a log-scale to aid viewing). ... 1.1 The Ubiquitous Latent Variable. Models with latent variables hold a central role in in the analysis of data in a diverseset of research areas spanning
  12. ~~~::'-"-~ ;~~ Cahiers de Psychologie Cognitive/~ Current…

    https://mlg.eng.cam.ac.uk/zoubin/papers/KorGhaCPC.pdf
    27 Jan 2023: 16». When the distributionof the current sensory feedback (the middle factor in Eq. ... To test the effect of feedback on the ongoing movement, Korenbergand Ghahramani introduced a novel type of catch trial for.
  13. 13 Feb 2023: Y1. Y2 Y3. Figure 3: After marginalizing variablesH1 and H2 from the DAG on the left, one possible DMGrepresentation of the same dependencies is shown by the graph in the
  14. griffiths11a.dvi

    https://mlg.eng.cam.ac.uk/pub/pdf/GriGha11.pdf
    13 Feb 2023: Journal of Machine Learning Research 12 (2011) 1185-1224 Submitted 3/10; Revised 3/11; Published 4/11. The Indian Buffet Process: An Introduction and Review. Thomas L. Griffiths TOM GRIFFITHS@BERKELEY.EDUDepartment of PsychologyUniversity of

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