BloomTech’s Downfall: A Long Time Coming

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

Intro - GNNs in production

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Intro - GNNs in production

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

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  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

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