Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models

1 code implementation • 7 Jun 2023 • Nikhil Kandpal, Brian Lester, Mohammed Muqeeth, Anisha Mascarenhas, Monty Evans, Vishal Baskaran, Tenghao Huang, Haokun Liu, Colin Raffel

Currently, most machine learning models are trained by centralized teams and are rarely updated.

Transparent Single-Cell Set Classification with Kernel Mean Embeddings

1 code implementation • 18 Jan 2022 • Siyuan Shan, Vishal Baskaran, Haidong Yi, Jolene Ranek, Natalie Stanley, Junier Oliva

Each profiled biological sample is thus represented by a set of hundreds of thousands of multidimensional cell feature vectors, which incurs a high computational cost to predict each biological sample's associated phenotype with machine learning models.

BIG-bench Machine Learning Classification