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Measurements of Three-Level Hierarchical Structure in the Outliers in the Spectrum of Deepnet Hessians (ICML 2019)

BM4D denoising algorithm implementation with CUDA

Code to change the blinking pattern of the tunable LED array -- Written in the Arduino language, which from what I can tell is a close descendent of Java. To achieve better functionality with the lights, we are using the Adafruit API library.

Investigating the nontrivial overlap of the domination eigenspaces of the hessian of different local minimas.

Optimizing PAC-Bayes bounds for Stochastic Neural Networks with Gaussian weights

Experiments to see if removing the part of the gradient that lies in the dominating eigenspace for hessian can make the optimization result better off.