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  1. CD_FaultUnderstanding_CausalDiscovery CD_FaultUnderstanding_CausalDiscovery Public

    Explore causal models for the accuracy of fault understanding

    R

  2. GM_TaskDurations_GaussianMixtures GM_TaskDurations_GaussianMixtures Public

    Expectation Maximization to build Gaussian mixture models of the duration of task executions.

    R 1

  3. MB_FaultUnderstanding_MultiArmedBandits MB_FaultUnderstanding_MultiArmedBandits Public

    Explore different designs of Multi-Armed Bandits, mostly Contextual Bayesian Bandits

    R

  4. ML_FaultUnderstanding ML_FaultUnderstanding Public

    Replication of experiments, Descriptive statistics (ANOVA, Chi2square, Wilcoxon, Power calculations), Correlation Analysis (Kendall-tau), Predictive models (logistic regression). Goal is to investi…

    R 1

  5. DW_Microtasks DW_Microtasks Public

    Data wrangling scripts to preprocess data from crowdsourced microtasks

    Python

  6. ML_VotingAggregation ML_VotingAggregation Public

    Learn the parameters to enable to predict worker consensus produced by voting.

    HTML