no code implementations • 25 Apr 2024 • Thomas Gaudelet, Alice Del Vecchio, Eli M Carrami, Juliana Cudini, Chantriolnt-Andreas Kapourani, Caroline Uhler, Lindsay Edwards
Interventions play a pivotal role in the study of complex biological systems.
1 code implementation • 23 May 2022 • Paul Scherer, Thomas Gaudelet, Alison Pouplin, Alice Del Vecchio, Suraj M S, Oliver Bolton, Jyothish Soman, Jake P. Taylor-King, Lindsay Edwards
Active learning (AL) is a sub-field of ML focused on the development of methods to iteratively and economically acquire data through strategically querying new data points that are the most useful for a particular task.
2 code implementations • NeurIPS 2021 • Talip Ucar, Ehsan Hajiramezanali, Lindsay Edwards
Self-supervised learning has been shown to be very effective in learning useful representations, and yet much of the success is achieved in data types such as images, audio, and text.
Ranked #4 on Unsupervised MNIST on MNIST
no code implementations • 29 Sep 2021 • Ehsan Hajiramezanali, Talip Ucar, Lindsay Edwards
First, they are not stochastic processes, leading to poor uncertainty estimations over their predictions.