Research

Here you can find material for various research I have conducted.

Federated Machine Learning System Design

A simple Python library to faciliate distributed machine learning (federated learning) on encrypted and decentralized data.

Contour-guided Image Completion with Perceptual Grouping

Humans are excellent at perceiving illusory outlines. We are readily able to complete contours, shapes, scenes, and even unseen objects when provided with images that contain broken fragments of a...