News

Undergraduate Students Win International Data Science Competition

04-19-19

Undergraduate students Hongsen Qin, Emma Qian, Thomas Hoffmann, and Alexander Zlokapa (advised by Professors Aaron Ames, Erik Winfree, Jonathan Katz, Maria Spiropulu, and Yaser Abu-Mostafa) have won the Citadel Data Open International Data Science Competition. This winning team chose to investigate the optimal way to spend $1 billion to save lives from malaria and sanitation-related diseases, allocating funds for different prevention methods and optimizing budget breakdowns country by country. To quantify the socioeconomic impacts of their policy proposal, they modeled a variety of aspects from mosquito feeding cycles to climate change using techniques ranging from causal discovery methods to interpretable machine learning. The Caltech team was among 24 teams that were evaluated and questioned by a panel of experts including the former Chief Scientist of AI at Microsoft, a Princeton professor, and the chief of equities at Citadel. The Caltech team was chosen as the first place winner based on the depth, rigor, and comprehensiveness of their analysis.

Tags: EE honors CMS Erik Winfree Yaser Abu-Mostafa Aaron Ames Hongsen Qin Emma Qian Thomas Hoffmann Alexander Zlokapa

Machine Learning Online Course With Live Lectures

03-30-12

Yaser S. Abu-Mostafa, Professor of Electrical Engineering and Computer Science, will be delivering lectures for his Learning From Data class live on Caltech's Ustream channel beginning April 3, 2012."The idea is that if people in the furthest reaches of the world want to learn the material and have the discipline to go through it, we are giving them the opportunity to experience this course in real time," Abu-Mostafa says. "We will be interested to see how this experiment goes." [Caltech Feature]

Tags: EE CMS Yaser Abu-Mostafa