Detecting Liars with Deep Learning
We used deep learning techniques to improve upon a non-deep baseline for distinguishing between liars versus truth-tellers in online games of Mafia.
Projects
Local vs Global Uncertainty in Bayesian Deep Learning
Research project focusing on recent stochastic gradient methods for approximate inference in Bayesian deep learning, including SWA-Gaussian, MultiSWAG, and deep ensembles.
Recommending Shoes with Transfer Learning
I built a fun recommendation engine that uses only product images to generate recommendations for visually similar products, no user data required! 