Farge Posted May 1, 2016 Posted May 1, 2016 I'm interested in applying to PhD programs (or funded MS programs) with a focus on machine learning. In particular, I am interested in Natural Language Processing). I plan to apply this fall and am looking to identify a few reach schools and target schools. Type of Student: Domestic White Male Undergraduate Institution: My state's land-grant institution (not particularly known for stats or cs) Major: Mathematics Minor: Statistics and a number of CS electives GPA: 3.95/4.0 Relevant Courses: A's: Multivariate Calculus, Linear Algebra, Prob & Stats I & II, Computer Science I & II, Data Structures, Predictive Analytics, R Programming, SAS Programming, Forensic Statsitcs (Independent Study), Natural Language Processing (Independent Study), Time Series Analysis, Numerical Analysis, Statistical Computing and Simulation B's: Real Analysis, Abstract Algebra Academic Awards/Honors: Goldwater scholarship nomination, Dean's list GRE: QR: 167 (94%), VR: 165 (95%), AW: 4.0 (56%) Research Experience: 3 research projects, each presented locally or regionally. One published in a minor journal. One planning to publish in a major journal (probably not accepted by the time of my application). Letters of Recommendation: One from a fairly well-known stats professor with whom I have conducted two research projects and one independent study. One from a brand new stats professor (PhD. from University of Alabama) with whom I have conducted a research project and independent study. One from math & stats department head whom I know well. Other considerations: I would like to go to school in a big city, as I have lived in small towns in the midwest most of my life. I manage to find interesting programs at many schools, but could use some help in identifying ones that would be a good fit for my profile. Thanks for reading!
compscian Posted May 3, 2016 Posted May 3, 2016 From your profile, you will have better chances at statistics or computational linguistics programs as opposed to CS, which requires competent knowledge across theory, systems, and ML; and not just ML. You can of course sit in a stats program and have an adviser in CS (your best option IMO). For a good list of schools, I'll refer you to Jordan Boyd-Graber's pretty comprehensive list: http://qr.ae/8YoNwX My personal picks: UW, WUSTL, Stanford, Columbia, CMU are the strongest for ML/NLP overall. Regina Barzilay at MIT does some of the most interesting work. JHU, TTIC and UMass (Andrew McCallum) are easier to get into, but also have great ML/NLP research groups.
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