ETA Prediction with Graph Neural Networks in Google Maps - Paper Explained

ETA Prediction with Graph Neural Networks in Google Maps - Paper Explained

Aleksa Gordić - The AI Epiphany via YouTube Direct link

Ablations and experiments

11 of 12

11 of 12

Ablations and experiments

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

ETA Prediction with Graph Neural Networks in Google Maps - Paper Explained

Automatically move to the next video in the Classroom when playback concludes

  1. 1 Intro - GNNs in production
  2. 2 How graphs are formed
  3. 3 Graph features
  4. 4 GNN explained DeepMind GN
  5. 5 Different horizons
  6. 6 Loss functions
  7. 7 Reducing the variance
  8. 8 ETA baselines explained
  9. 9 How does the inference work
  10. 10 Offline results
  11. 11 Ablations and experiments
  12. 12 Outro, engineering

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.