Technology New framework bootstraps processing of knowledge graphs for AI applications Andrew McCollum May 10, 2023 The framework uses a combination of superficial similarities to kickstart the machine learning process that produces…
Technology Sampling and pipelining method speeds up deep learning on large graphs Andrew McCollum Nov 30, 2022 Performance improvement of SALIENT over standard PyG workflow. Timing measurements on one machine with one GPU. GNN:…
Technology Striking Graphs That Show Humanity’s Domination of the Earth Andrew McCollum Aug 3, 2022 The numbers don’t lie: Humans are ruining this planet. Atmospheric carbon levels and ocean temperatures are going up. Arctic sea ice and biodiversity levels are going down—and no, the…