Cynthia Rudin
homepage:http://web.mit.edu/rudin/www/Mypage.html
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Description

Cynthia Rudin is an associate professor of statistics at the Massachusetts Institute of Technology associated with CSAIL and the Sloan School of Management, and directs the Prediction Analysis Lab. Previously, Prof. Rudin was an associate research scientist at the Center for Computational Learning Systems at Columbia University, and prior to that, an NSF postdoctoral research fellow at NYU. She holds an undergraduate degree from the University at Buffalo where she received the College of Arts and Sciences Outstanding Senior Award in Sciences and Mathematics, and she received a PhD in applied and computational mathematics from Princeton University in 2004. She is the recipient of the 2013 INFORMS Innovative Applications in Analytics Award. She was given an NSF CAREER award in 2011. Her work has been featured in IEEE Computer, Businessweek, The Wall Street Journal, the Boston Globe, the Times of London, Fox News (Fox & Friends), the Toronto Star, WIRED Science, Yahoo! Shine, U.S. News and World Report, Slashdot, CIO magazine, and on Boston Public Radio.


Lectures:

votesvotesvotesvotesvotes [syn]  24685 views, 32:36  
lecture
flag The Dynamics of AdaBoost
as author at  Machine Learning Summer School (MLSS), Chicago 2005,
24685 views
 
[syn]  9932 views, 50:57   Invited Talk
 invited talk
flag Algorithms for Interpretable Machine Learning
as author at  20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), New York 2014,
9932 views
[syn]  4666 views, 21:35  
lecture
flag The Rate of Convergence of AdaBoost
as author at  24th Annual Conference on Learning Theory (COLT), Budapest 2011,
4666 views
 
[syn]  3685 views, 19:45  
lecture
flag Sequential Event Prediction with Association Rules
as author at  24th Annual Conference on Learning Theory (COLT), Budapest 2011,
3685 views