1 code implementation • 14 Jun 2022 • Sören Mindermann, Jan Brauner, Muhammed Razzak, Mrinank Sharma, Andreas Kirsch, Winnie Xu, Benedikt Höltgen, Aidan N. Gomez, Adrien Morisot, Sebastian Farquhar, Yarin Gal
But most computation and time is wasted on redundant and noisy points that are already learnt or not learnable.
no code implementations • 4 Aug 2021 • Helen Ngo, Cooper Raterink, João G. M. Araújo, Ivan Zhang, Carol Chen, Adrien Morisot, Nicholas Frosst
Language models trained on large-scale unfiltered datasets curated from the open web acquire systemic biases, prejudices, and harmful views from their training data.
no code implementations • 6 Jul 2021 • Sören Mindermann, Muhammed Razzak, Winnie Xu, Andreas Kirsch, Mrinank Sharma, Adrien Morisot, Aidan N. Gomez, Sebastian Farquhar, Jan Brauner, Yarin Gal
We introduce Goldilocks Selection, a technique for faster model training which selects a sequence of training points that are "just right".
no code implementations • 14 Jul 2020 • Adrien Morisot
As the performance and popularity of deep neural networks has increased, so too has their computational cost.