Weekly summary 2017-04-08

Adversarial training and anomaly detection

• Experiments
• OOD detection - papers
• ICLR paper
• Correlation between gradients?
• Look at hidden activations.

Langevin Monte Carlo

• Graph algorithms.
• Learn background. (OV14, Villani book, Ledoux book.)
• Langevin papers.
• Extending [AH16].

NN and kernels

See musings.

• Write up summary of NN and kernels.
• @Jason
• @Manfred

Other topics

• Entropy regularizer for SVM

RL

Come up with project. Concrete problems in AI safety?

• Read CIRL.
• Experiment with mixture. (cf. sleeping in NN)
• Impact measure ideas/experiment.