Generating and designing DNA with deep generative models

2 code implementations • 17 Dec 2017 • Nathan Killoran, Leo J. Lee, Andrew Delong, David Duvenaud, Brendan J. Frey

We propose generative neural network methods to generate DNA sequences and tune them to have desired properties.

Generative Adversarial Network

Min-Max Propagation

no code implementations • NeurIPS 2017 • Christopher Srinivasa, Inmar Givoni, Siamak Ravanbakhsh, Brendan J. Frey

We study the application of min-max propagation, a variation of belief propagation, for approximate min-max inference in factor graphs.

Structured ranking learning using cumulative distribution networks

no code implementations • NeurIPS 2008 • Jim C. Huang, Brendan J. Frey

Ranking is at the heart of many information retrieval applications.

Information Retrieval Learning-To-Rank +2