Search Results for author: Jason Mancuso

Found 5 papers, 4 papers with code

Privacy-preserving collaborative machine learning on genomic data using TensorFlow

1 code implementation11 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

Detecting Spiky Corruption in Markov Decision Processes

1 code implementation30 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.

reinforcement-learning reinforcement Learning

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