Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
On Statistical Bias In Active Learning: How and When To Fix It

Jan 27, 2021
Sebastian Farquhar, Yarin Gal, Tom Rainforth

* Published at ICLR 2021 (Spotlight) 

  Access Paper or Ask Questions

Single Shot Structured Pruning Before Training

Jul 01, 2020
Joost van Amersfoort, Milad Alizadeh, Sebastian Farquhar, Nicholas Lane, Yarin Gal


  Access Paper or Ask Questions

Try Depth Instead of Weight Correlations: Mean-field is a Less Restrictive Assumption for Deeper Networks

Feb 10, 2020
Sebastian Farquhar, Lewis Smith, Yarin Gal


  Access Paper or Ask Questions

A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks

Dec 22, 2019
Angelos Filos, Sebastian Farquhar, Aidan N. Gomez, Tim G. J. Rudner, Zachary Kenton, Lewis Smith, Milad Alizadeh, Arnoud de Kroon, Yarin Gal


  Access Paper or Ask Questions

Radial Bayesian Neural Networks: Robust Variational Inference In Big Models

Jul 01, 2019
Sebastian Farquhar, Michael Osborne, Yarin Gal


  Access Paper or Ask Questions

Differentially Private Continual Learning

Feb 18, 2019
Sebastian Farquhar, Yarin Gal

* Presented at the Privacy in Machine Learning and AI workshop at ICML 2018 

  Access Paper or Ask Questions

A Unifying Bayesian View of Continual Learning

Feb 18, 2019
Sebastian Farquhar, Yarin Gal

* Presented at the Bayesian Deep Learning Workshop at Neural Information Processing Systems December 2018 

  Access Paper or Ask Questions

Towards Robust Evaluations of Continual Learning

Nov 06, 2018
Sebastian Farquhar, Yarin Gal


  Access Paper or Ask Questions

The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation

Feb 20, 2018
Miles Brundage, Shahar Avin, Jack Clark, Helen Toner, Peter Eckersley, Ben Garfinkel, Allan Dafoe, Paul Scharre, Thomas Zeitzoff, Bobby Filar, Hyrum Anderson, Heather Roff, Gregory C. Allen, Jacob Steinhardt, Carrick Flynn, Seán Ó hÉigeartaigh, Simon Beard, Haydn Belfield, Sebastian Farquhar, Clare Lyle, Rebecca Crootof, Owain Evans, Michael Page, Joanna Bryson, Roman Yampolskiy, Dario Amodei


  Access Paper or Ask Questions