Completed
Counterfactual Mapping in the Underground A Flow-Based Featurisation . Covariates here are the state of the system at the moment of the disruption, so all random variables are conditioned on the past…
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Counterfactual Prediction in Transport Modelling - Ricardo Silva & Charisma Choudhury
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Causality in Transport Modelling
- 3 This Talk Problems on interest
- 4 Disrupted Exits Will Not Fit Natural Regime
- 5 Potential Uses
- 6 Causal Prediction in Our Setup
- 7 Examples of Related Work
- 8 Counterfactual Mapping in the Underground A Flow-Based Featurisation . Covariates here are the state of the system at the moment of the disruption, so all random variables are conditioned on the past…
- 9 Example of Parameterisation
- 10 Example of Output
- 11 Moving Beyond Expectations
- 12 Comparing Scores
- 13 Out-of-Sample Evaluation
- 14 Comparison
- 15 Log-likelihood of Disrupted Exit Counts Log-scale
- 16 Exit-Count Distributions
- 17 Conclusions
