no code implementations • 10 Dec 2020 • Alexander Ziller, Jonathan Passerat-Palmbach, Théo Ryffel, Dmitrii Usynin, Andrew Trask, Ionésio Da Lima Costa Junior, Jason Mancuso, Marcus Makowski, Daniel Rueckert, Rickmer Braren, Georgios Kaissis
The utilisation of artificial intelligence in medicine and healthcare has led to successful clinical applications in several domains.
1 code implementation • 11 Feb 2020 • Cheng Hong, Zhicong Huang, Wen-jie Lu, Hunter Qu, Li Ma, Morten Dahl, Jason Mancuso
Machine learning (ML) methods have been widely used in genomic studies.
Cryptography and Security
1 code implementation • 30 Jun 2019 • Jason Mancuso, Tomasz Kisielewski, David Lindner, Alok Singh
We show that if the reward corruption in a CRMDP is sufficiently "spiky", the environment is solvable.
4 code implementations • 9 Nov 2018 • Theo Ryffel, Andrew Trask, Morten Dahl, Bobby Wagner, Jason Mancuso, Daniel Rueckert, Jonathan Passerat-Palmbach
We detail a new framework for privacy preserving deep learning and discuss its assets.
2 code implementations • 18 Oct 2018 • Morten Dahl, Jason Mancuso, Yann Dupis, Ben Decoste, Morgan Giraud, Ian Livingstone, Justin Patriquin, Gavin Uhma
We present a framework for experimenting with secure multi-party computation directly in TensorFlow.