Courses
I
have taken courses widely from signal processing, machine learning, cognitive
neuroscience, and mathematics. These courses pave the way for my
multidisciplinary research in the future.
Signal Processing:
ECE 275A (Fall 2007): Parameter
Estimation I, Instructor: Prof. Bhaskar D. Rao
ECE 275B (Winter
2009): Parameter Estimation II, Instructor: Prof. Ken Kreutz-Delgado
Machine Learning:
ECE 271A (Fall 2007):
Statistical Learning I, Instructor: Prof. Nuno
Vasconcelos
CSE 250A (Fall 2007):
Principles of Artificial
Intelligence: Probabilistic Reasoning and Decision-Making, Instructor: Prof. Lawrence Saul
CSE 253 (Winter 2008): Neural Networks/Pattern Recognition, Instructor: Prof. Garrison W. Cottrell
CSE 254 (Winter 2010): Statistical Learning, Instructor: Prof. Yoav Freund
CSE 259C (Winter 2008): Discriminative Learning, Instructor: Prof. Yoav Freund
CSE 290 (Spring
2008): Statistical Machine Learning, Instructor: Prof. John Lafferty
(from CMU)
CSE 291A (Spring 2008): Unsupervised Learning, Instructor: Prof. Sanjoy Dasgupta
CSE 291D (Winter 2011): Topics in Online Learning and Bandit Problems, Instructor: Dr. Kamalika Chaudhuri
Mathematics:
ECE 273 (Spring
2008): Convex Optimization, Instructor: Prof. Gert
Lanckriet
MATH 140A (Fall 2008): Foundations of Analysis, Instructor: Prof.
Wee Teck Gan
MATH 270B (Winter
2010): Numerical Approximation and Nonlinear Equations, Instructor:
Prof. Randolph Bank
MATH 271A (Fall 2009): Numerical Optimization, Instructor: Prof.
Philip Gill
MATH 280A (Fall 2008): Probability Theory, Instructor: Prof. Jason
Schweinsberg
MATH 281A (Fall
2008): Mathematical Statistics, Instructor: Prof. Ronghui
Xu
MATH 287D (Winter 2011): Statistical
Learning, Instructor: Prof. Ery Arias-Castro
Cognitive Neuroscience and
Psychology
BGGN 246 (Winter
2010): Computational Neurobiology: 23 Problems in System Neuroscience,
Instructor: Prof. Terrence J. Sejnowski
COGS 201 (Winter 2011): Systems
Neuroscience, Instructor: Prof. Douglas A. Nitz
COGS 260 (Spring
2008): EEG Power and Dynamics, Instructor: Prof. Marta Kutas
COGS 279 (Spring
2009): Electrophysiology of Cognition, Instructor: Prof. Marta Kutas
PSYC 108 (Spring
2009): Cognitive Neuroscience, Instructor: Prof. Adam Aron
PSYC 150 (Spring
2009): Cognitive Neuroscience of Vision, Instructor: Prof. John T. Serences
PSYC 161 (Winter 2011): Engineering
Psychology, Instructor: Prof. Hal Pashler