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joel a tropp caltech joel a tropp pages research papers courses group joel a tropp algorithms that work user friendly theory inspiring courses community service biography joel a tropp is steele family professor of applied computational mathematics at the california institute of technology his research centers on applied mathematics machine learning data science numerical algorithms and random matrix theory some of his best known contributions include matching pursuit algorithms randomized svd algorithms matrix concentration inequalities and statistical phase transitions prof tropp attained the ph d degree in computational applied mathematics at the university of texas at austin in 2004 and he joined caltech in 2007 he won the pecase in 2008 and he was recognized as a highly cited researcher in computer science each year from 2014 2018 he is co founder of the siam journal on mathematics of data science simods and he was co chair of the inaugural 2020 siam conference on the mathematics of data science prof tropp has been elected as a siam fellow ieee fellow ims fellow and an ams fellow he received the 2025 richard p feynman prize for excellence in teaching at caltech he was an invited speaker at the 2026 international congress of mathematicians icm download high resolution headshot photo credit stacey adams photo curriculum vitæ short cv august 2026 publication list august 2026 list of talks august 2026 email policy owing to the volume of email i cannot reply to all inquiries in particular i will ignore any message that contains large amounts of boilerplate text or that appears to be written with ai assistance research positions please see my group page coordinates name joel a tropp email email protected web https tropp caltech edu phone 1 626 395 5957 office annenberg center room 307 mail annenberg center mc 305 16 caltech 1200 e california blvd pasadena ca 91125 5000 title steele family professor of applied computational mathematics department computing and mathematical sciences cms division engineering and applied sciences eas institution california institute of technology caltech design 2021 jat top