Vowpal Wabbit Fast Learning Project; Research areas including Interactive Learning, Reductions, Hashing for Learning, Cover Tree, Tight Bounds, and CAPTCHAs; Development of Isomap algorithm; Created a labelled image dataset from the espgame; Peekaboom dataset.
Research Experience
Doctor of Learning at Microsoft Research; Class at Cornell (Tech) on Machine Learning the Future; Tutorial at ICML 2017 on Real World Interactive Learning; Runs the Machine Learning (Theory) Weblog.