Pinned

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