| Anoop Korattikara
4069 Donald Bren Hall University of California Irvine, CA 92697 Email: akoratti at ics dot uci dot edu Phone: (949) 394-7503 [Resume] |
I am a Ph.D student in the Donald Bren School of Information and Computer Sciences at the University of California, Irvine (UCI). My advisor is Prof. Max Welling and my primary research area is Machine Learning. I am a member of the Center for Machine Learning and Intelligent Systems.
I recieved a B.Tech degree in Eletronics and Communication Engineering from the National Institute of Technology, Calicut, India in 2006. After that, I spent three years at Hewlett-Packard's Imaging and Printing Group R&D Hub in Bangalore, India. I recieved a Master's degree in Computer Science from UCI in Winter 2011. I have spent two summers interning at the Canon USA R&D Center, Irvine where I worked on computer vision related applications of machine learning.
Publications
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Austerity in MCMC Land: Cutting the Metropolis-Hastings Budget - arXiv (Work in progress, submitted April 2013) A. Korattikara, Y. Chen, M. Welling Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring - ICML 2012 Best Paper Award S. Ahn, A. Korattikara, M. Welling Statistical Tests for Optimization Efficiency - NIPS 2011 L. Boyles, A. Korattikara, D. Ramanan, M. Welling Statistical Optimization of Non-Negative Matrix Factorization [poster] - AISTATS 2011 A. Korattikara, L. Boyles, M. Welling, J. Kim and H. Park |
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Theses
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