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Ph. D. Candidate of Applied Mathematics |
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Blake Hunter |
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Research |
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Data mining and high-dimensional data analysis Harmonic Analysis Laplacian Eigenfunctions of Diffusion Processes Digital signal and image processing Random Processes and Queueing Theory |
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Research Areas |
Mathematical PapersData mining compressed, incomplete and inaccurate high dimensional data by Hunter, advised by T. Strohmer UC Davis PhD Dissertation, 2011. Performance analysis of spectral clustering compressed, incomplete and inaccurate measurements by Hunter and T. Strohmer arXiv (Journal version to appear) Performance analysis of compressive spectral clustering by Hunter and T. Strohmer International Conference of Numerical Analysis and Applied Mathematics Proceedings, Sparse Approximation and Compressed Sensing, 2010 Compressive spectral clustering - error analysis by Hunter and T. Strohmer Manifold Learning and Its Applications: Papers from the AAAI Fall Symposium, (FS-10-06) 2010 Gambler's Ruin with Catastrophes and Windfalls by Hunter, Krinik, Nguyen, Switkes and von Bremmen Journal of Statistical Theory and Practice, 2008. Vol. 2, No. 2, page 199- Approaches to Gambler's Ruin with Catastrophes by Hunter, Krinik, Nguyen, Switkes and von Bremmen Journal of Combinatorics, Information & System Sciences, (to appear) Gambler's Ruin and the Three State Markov Process by Blake Hunter, advised by A.C. Krinik Cal Poly Pomona Master's Thesis, 2005. Research ExperienceGraduate Student Reasearcher for Thomas Sthromer - UC Davis - June 2008 - present Academic Mentor for Research in Industrial Projects for Students (RIPS) - Topic Detection and Causal Influence in Microblogs with IBM Research - Student Team - Edward Chang, Ed Dewey, Seckin Sahin, Makim Tsikhanovich - IPAM, UCLA - June 2010 - Aug 2010 Research Fellow for Mathematics of Knowledge and Search Engines - Inst. for Pure & Applied Mathematics, UCLA - Sept 2007 - Dec 2007
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