Bayesian Learning, Causal Inference, Software Architecture. https://www.linkedin.com/in/christian-medeiros-adriano-65813a/
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Hasso-Plattner Institut
- Potsdam, Germany
- https://christianadriano.com/
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CD_FaultUnderstanding_CausalDiscovery
CD_FaultUnderstanding_CausalDiscovery PublicExplore causal models for the accuracy of fault understanding
R
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GM_TaskDurations_GaussianMixtures
GM_TaskDurations_GaussianMixtures PublicExpectation Maximization to build Gaussian mixture models of the duration of task executions.
R 1
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MB_FaultUnderstanding_MultiArmedBandits
MB_FaultUnderstanding_MultiArmedBandits PublicExplore different designs of Multi-Armed Bandits, mostly Contextual Bayesian Bandits
R
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ML_FaultUnderstanding
ML_FaultUnderstanding PublicReplication of experiments, Descriptive statistics (ANOVA, Chi2square, Wilcoxon, Power calculations), Correlation Analysis (Kendall-tau), Predictive models (logistic regression). Goal is to investi…
R 1
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DW_Microtasks
DW_Microtasks PublicData wrangling scripts to preprocess data from crowdsourced microtasks
Python
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ML_VotingAggregation
ML_VotingAggregation PublicLearn the parameters to enable to predict worker consensus produced by voting.
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