MIT Sloan Sports Analytics Conference


Graduate student, Hoang M. Le, from Professor Yisong Yue’s group was runner-up for the best paper award at the MIT Sloan Sports Analytics Conference. He was recognized for his paper, Data-Driven Ghosting using Deep Imitation Learning. [Read the paper]

Tags: honors Yisong Yue Hoang Le

Realtime Camera Planning


Yisong Yue, Assistant Professor of Computing and Mathematical Sciences, is working with colleagues at Disney Research to develop machine-learning algorithms to make automated cameras more human-like.  Professor Yue's research group is generally interested in building AI systems that imitate demonstrated behavior, including laboratory animals, basketball players, humans playing video games, etc.  In this recent work with Disney Research, they are developing an automated camera system that learns how best to film sports matches by watching how human camera operators behave at particular moments. Early testing shows that its shots are far smoother than other automated cameras. [Learn more about the applications] [Learn more about the theory] [techradar story] [Sports Illustrated story]

Tags: Yisong Yue CMS research highlights

Professor Yue Receives Bloomberg Data Science Grant


Yisong Yue, Assistant Professor of Computing and Mathematical Sciences, is a recipient of the Bloomberg Data Science Research Grant Program. The program aims to support cutting-edge research in the broad field of machine learning, including specific areas such as natural language processing, information retrieval, machine-translation and deep neural networks. Professor Yue has proposed to study an alternative notion of interpretability, which he calls “dynamic interpretability”. The goal of dynamically interpretable models is to make predictions that are interpretable, rather than have the model itself be explicitly interpretable. With this alternative goal, one can circumvent much of the inherent tension between accuracy and traditional “static” interpretability, and move one step closer to interpretable production-strength models.[Bloomberg release]

Tags: Yisong Yue CMS honors

2015 Bhansali Prize Award Winners


Bryan He, a senior student advised by Yisong Yue, and William Hoza, a junior student advised by Leonard Schulman, are the recipients of the 2015 Bhansali Prize. Nicholas Schiefer, a junior student advised by Erik Winfree, won an honorable mention for the Prize. The Bhansali Prize is typically awarded to one undergraduate student for outstanding research in Computer Science in the current academic year, but due to the number of particularly high-caliber candidates in 2015, the Bhansali Prize committee determined that multiple students deserved the award.

More »

Tags: Bryan He William Hoza Nicholas Schiefer Yisong Yue Leonard Schulman Erik Winfree CMS honors,

Converting Data Into Knowledge


Yisong Yue, Assistant Professor of Computing and Mathematical Sciences, has focused his research in machine learning. He explains, “machine learning is the study of how computers can take raw data or annotated data and convert that into knowledge and actionable items, ideally in a fully automated way—because it's one thing to just have a lot of data, but it's another thing to have knowledge that you can derive from that data.” [Interview with Professor Yue] [ENGenious article]

Tags: Yisong Yue CMS research highlights

Past Events_

Frontiers in Computing and Mathematical Sciences

Frontiers in Computing + Mathematical Sciences
January 30, 2017 & February 27, 2017

Alumni College

Alumni College: Caltech Computes
A day-long event that will explore the ways in which computational thinking is disrupting science and engineering, and creating entirely new disciplines with "CS+X".


A day-long event focused on providing startups and companies with a chance for meaningful interactions with undergraduate and graduate students, providing students with an opportunity to find out more about the breadth of applications for computing and mathematical sciences across industries

CMS Meeting of the Minds

Meeting of the Minds
A day-long research conference featuring talks, laboratory open houses, and poster presentations by distinguished faculty, advanced graduate students, undergraduates, and researchers from JPL showcasing the latest and most exciting work that is underway in CMS

Ten Years of DNA Origami

Ten Years of DNA Origami
A symposium to honor Paul Rothemund’s contribution to the field

Frontiers in Computing and Mathematical Sciences

Frontiers in Computing + Mathematical Sciences 2016


Caltech's premier interdisciplinary hackathon

One Entangled Evening

One Entangled Evening
A night of science and entertainment celebrating Feynman’s quantum legacy

CDS 20th Anniversary

CDS 20th Anniversary
Control and Dynamical Systems celebrates its 20th anniversary


Southern California Symposium on Network Economics and Game Theory


CS 25th Anniversary
Computer Science celebrated 25 years of innovative, ground-breaking research


ENGenious Magazine

Engenious Magazine

"From Data to Information to Action"
Computing + Mathematical Sciences Faculty

Department of Computing + Mathematical Sciences