A trilogy of papers presenting new statistical and set-based perspectives of word vectors, sentence representations, and the similarity measures we use to compare them.
papers one ⚬ two ⚬ three
Introduces the notion of an optimal representation space to understand how distributed representations perform in downstream similarity tasks.
paper ⚬ code
A Twitter bot that posts gifs of Gray-Scott simulations.
twitter ⚬ code
Preliminary work on integrating active learning and neural networks. I didn’t get very far but would love to get back to it…
Exploring a new way of creating intelligent structured visualizations of personal photo collections. Part of my research at graduate school (before I left).
slides ⚬ demo
My undergraduate honors thesis on an algorithm for supervised classification using an ensemble of linear SVMs.
thesis ⚬ defense ⚬ paper
An animated short made for my undergraduate computer graphics class. It’s about a cupcake.
video ⚬ slides
A user-friendly GUI for managing large-scale distributed systems. I contributed during an undergraduate research summer.
poster ⚬ website