Tengyu Ma
Assistant Professor of Computer Science and of Statistics
Academic Appointments
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Assistant Professor, Computer Science
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Assistant Professor, Statistics
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Member, Bio-X
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Faculty Affiliate, Institute for Human-Centered Artificial Intelligence (HAI)
Honors & Awards
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NIPS Best Student Paper Award, NIPS (2016)
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COLT Best Paper Award, COLT (2018)
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ACM Doctoral Dissertation Award Honorable Mention, ACM (2018)
2021-22 Courses
- Machine Learning
CS 229, STATS 229 (Spr) - Machine Learning Theory
CS 229M, STATS 214 (Aut) -
Independent Studies (8)
- Advanced Reading and Research
CS 499 (Aut, Win, Spr, Sum) - Advanced Reading and Research
CS 499P (Aut, Win, Spr, Sum) - Curricular Practical Training
CS 390A (Aut, Win, Sum) - Curricular Practical Training
CS 390B (Win, Sum) - Curricular Practical Training
CS 390C (Sum) - Independent Project
CS 399 (Aut, Win, Spr) - Part-time Curricular Practical Training
CS 390D (Win) - Senior Project
CS 191 (Win)
- Advanced Reading and Research
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Prior Year Courses
2020-21 Courses
- Introduction to Nonparametric Statistics
STATS 205 (Spr) - Machine Learning
CS 229, STATS 229 (Aut) - Machine Learning Theory
CS 229M, STATS 214 (Win)
2019-20 Courses
- Introduction to Nonparametric Statistics
STATS 205 (Aut) - Machine Learning
CS 229, STATS 229 (Spr)
2018-19 Courses
- Machine Learning
CS 229, STATS 229 (Spr) - Statistical Learning Theory
CS 229T, STATS 231 (Aut)
- Introduction to Nonparametric Statistics
Stanford Advisees
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Doctoral Dissertation Reader (AC)
Shi Dong, Pang Wei Koh, Rui Shu, Yang Song, Shengjia Zhao -
Master's Program Advisor
Hung Bui, Andrew Gaut, Rob Harries, Grant McClearn, Lucas Pauker, Michael Piseno, Nicholas Sanchez -
Doctoral Dissertation Co-Advisor (AC)
Xinru Hua, Garrett Thomas, Michael Xie -
Doctoral (Program)
Yining Chen, Kefan Dong, Ananya Kumar, Hong Liu, Jeff Z. HaoChen
All Publications
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Active Online Learning with Hidden Shifting Domains
MICROTOME PUBLISHING. 2021
View details for Web of Science ID 000659893802048