| Week | Topic&Slides | People&Group | Company | New AP in Academia |
|---|---|---|---|---|
| 1 | Automated Feature Engineering | Berkeley RISELab | Databricks | None |
| 2 | Distributed Graph Computing&ML | Stanford DAWN | Petuum | None |
| 3 | TVM | UW SAMPL | OctoML | None |
| 4 | Language Representation | CMU Parallel Data Lab | Turi | Tianqi Chen |
| 5 | Graph Representation Learning | None | None | Jian Tang |
| 6 | Federated Learning | ETH DS3Lab | DataRobot | Ce Zhang |
| 7 | Geometric Deep Learning | None | None | None |
| 8 | Deep Graph Library | None | Sisu | Shivaram Venkataraman |
| 9 | Obfuscated Gradient | None | None | None |