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Code

GitHub: https://github.com/fmpr

  • Amortized-MXL: Scaling Bayesian Inference of Mixed Multinomial Logit Models to Very Large Datasets
  • CrowdLayer: Deep Learning from Crowdsourced Labels
  • DCM-ARD: Bayesian ARD for Utility Function Specification in Discrete Choice Models
  • DeepJMQR: Deep Joint Mean and Quantile Regression for Spatio-Temporal Problems
  • CAREL: Callback-based Reinforcement Learning framework for traffic signal control
  • MA-sLDAc: Multi-Annotator Supervised LDA for Classification
  • MA-sLDAr: Multi-Annotator Supervised LDA for Regression
  • LogReg-Crowds: Logistic Regression from Crowds
  • GPC-MA: Gaussian Process Classification with Multiple Annotators
  • CRF-MA: Sequence Labeling with Multiple Annotators
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