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 |