Beyond Graph Neural Networks with Lifted Relational Neural Networks

Beyond Graph Neural Networks with Lifted Relational Neural Networks

Neuro Symbolic via YouTube Direct link

Graph Neural Networks

13 of 16

13 of 16

Graph Neural Networks

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

Beyond Graph Neural Networks with Lifted Relational Neural Networks

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

  1. 1 Intro
  2. 2 Symbolic vs. Statistical Al
  3. 3 Outline
  4. 4 Deep Learning
  5. 5 Relational Representations
  6. 6 Problem Statement
  7. 7 Statistical Relational Learning
  8. 8 Lifted Relational Neural Networks
  9. 9 Declarative ANN Encoding
  10. 10 Multi-Layer Perceptrons
  11. 11 Convolutional Networks
  12. 12 Recurrent and Recursive Networks
  13. 13 Graph Neural Networks
  14. 14 Lossless Model Compression via Lifting
  15. 15 Beyond GNN Expressiveness
  16. 16 Beyond GNNs with Atom Rings

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.