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Skeleton code for the CompSci 316 (Database Design) undergraduate course project. This course project is the standard version.

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

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

PAC-Bayes with Backprop - Tighter risk certificates for neural networks

Winning Solution of the NeurIPS 2020 Competition on Predicting Generalization in Deep Learning

Optimization based PAC-Bayes bound with eigeninformations of minima hessian matrix.

Rotational Invariant BM4D Denoising Algorithm with Acceleration using GPUs

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.

BM4D denoising algorithm implementation with CUDA