Sungin AhnDepartment of Computer Sceince
Center for Machine Learning and Intelligent Systems
Donald Bren School of Information and Computer Science
University of California, Irvine
About Me
I
am a Ph.D student working with Max Welling. I'm
interested in
various probabilistic machine learning problems including the Big Data problem, probabilistic
graphical models, deep learning, and their applications to computer vision, natural language processing, and
data
mining. Among these, I'm now focusing on scalable Bayesian inference
for big data.
Publications
S. Ahn, Y. Chen, and M. Welling
Distributed and Adaptive Darting Monte Carlo through Regenerations
2013, AISTATS [pdf]
S. Ahn, A. Korattikara, and M. Welling
Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring
2012, ICML, Best Paper Award, [pdf[, [suppl. mat.]
Contact
Email: *jn.ahn at gmail.com | *ungjia at ics.uci.edu (where '*' is 's')
Office: 4059 Donald Bren Hall
Office: 4059 Donald Bren Hall