Life Science: Using HPC for Insight into Biomolecular Function
The Parameter Server
Scaling Latent Variable Models
Data-Intensive Text Processing with MapReduce
Software 2.0 and Snorkel: Beyond Hand-Labeled Data
Theano: a Fast Python Library for Modelling and Training
Big Natural Language Data Processing
Large Scale Deep Learning with TensorFlow
Optimization in Learning and Data Analysis
Rethinking Computation: Substrates for Machine Intelligence