Brendan O’Donoghue

Clinically applicable deep learning for diagnosis and referral in retinal disease

Jeffrey De Fauw, Joseph R. Ledsam, Bernardino Romera‐Paredes et al. · Nature Medicine · 2018 · 2.6K citations

Medicine, Computer Science, Ophthalmology +14

Fast Alternating Direction Optimization Methods

Tom Goldstein, Brendan O’Donoghue, Simon Setzer et al. · SIAM Journal on Imaging Sciences · 2014 · 811 citations

Natural Sciences, Computer Science, Mathematics +17

Adaptive Restart for Accelerated Gradient Schemes

Brendan O’Donoghue, Emmanuel J. Candès · Foundations of Computational Mathematics · 2013 · 667 citations · Full text

Computing, Computer Engineering, Computer Science +7

Conic Optimization via Operator Splitting and Homogeneous Self-Dual Embedding

Brendan O’Donoghue, Eric Chu, Neal Parikh et al. · Journal of Optimization Theory and Applications · 2016 · 604 citations

Natural Sciences, Computer Science, Algorithms +16

Adversarial Risk and the Dangers of Evaluating Against Weak Attacks

Jonathan Uesato, Brendan O’Donoghue, Aäron van den Oord et al. · arXiv (Cornell University) · 2018 · 304 citations · Full text

Computing, Computer Science, Computer Security +10