| 词条 | Reza Zadeh |
| 释义 |
| name = Reza Zadeh | caption = | birth_place = | death_date = | death_place = | residence = | citizenship = Canada, Iran | nationality = Canada, Iran | ethnicity = | field = Computer Science | work_institution = Stanford University | alma_mater = Stanford University (Ph.D.) Carnegie Mellon University (M.Sc.) University of Waterloo (B.S.) | thesis_title = Large Scale Graph Completion | thesis_url = | thesis_year = | doctoral_advisor = Gunnar Carlsson | known_for = Machine Learning Recommender Systems | author_abbreviation_bot = | author_abbreviation_zoo = | prizes = | religion = | footnotes = | website = {{URL|stanford.edu/~rezab}} }}Reza Zadeh is a Canadian-Iranian Computer Scientist working on Machine Learning. He is adjunct professor at Stanford University and CEO at Matroid.[1][2] He has served on the technical advisory board of Microsoft and Databricks.[3] His work focuses on Machine Learning, Distributed Computing, and Discrete Applied Mathematics.[4][5][6] As part of his research, he created the machine learning algorithm behind Twitter's Who-To-Follow project [7]and subsequently released it to Open Source.[8] During that time he also led research tracking earthquake damage via Machine Learning, gaining wide media attention.[9][10][11] Reza helped create the MLlib library[12] and Linear Algebra Package[13] in Apache Spark. Through Open Source, Reza's work has been incorporated into industrial and academic cluster computing environments.[14] In addition to research, Reza designed and teaches two PhD-level classes at Stanford: Distributed Algorithms and Optimization (CME 323)[15] and Discrete Mathematics and Algorithms (CME 305).[16] In Industry, to evaluate new ventures formed at the University of Toronto, Reza serves as a Chief Scientist of Machine Learning[17] at the Rotman School of Management.[18] His awards include a KDD Best Paper Award[19] and the Gene Golub Outstanding Thesis Award. He has no relation to Lotfi Zadeh. References1. ^{{cite web|url=http://icme.stanford.edu/people/faculty-and-instructors |title=Institute for Computational and Mathematical Engineering Faculty |publisher=Stanford University |accessdate=14 May 2016 |deadurl=unfit |archiveurl=https://web.archive.org/web/20160514015722/http://icme.stanford.edu/people/faculty-and-instructors |archivedate=May 14, 2016 }} 2. ^{{Cite news|url=https://www.wsj.com/articles/a-lifes-ambition-matroid-launches-1490614201|title=A Life’s Ambition, Matroid Launches|last=Martin|first=Scott|date=2017-03-27|work=Wall Street Journal|access-date=2017-04-14|issn=0099-9660}} 3. ^{{Cite web|url=http://www.creativedestructionlab.com/#!rezazadeh/c1tyb|title=University of Toronto - Creative Destruction Lab|website=University of Toronto - Creative Destruction Lab|access-date=2016-06-15}} 4. ^{{cite web|last1=Beyer|first1=David|title=On the evolution of machine learning|url=https://www.oreilly.com/ideas/on-the-evolution-of-machine-learning|website=O'Reilly Media|date=3 May 2015}} 5. ^{{cite web|last1=Simonite|first1=Tom|title=AI Supercomputer Built by Tapping Data Warehouses for Their Idle Computing Power|url=https://www.technologyreview.com/s/537831/ai-supercomputer-built-by-tapping-data-warehouses-for-their-idle-computing-power/|website=MIT Technology Review}} 6. ^{{cite book|last1=Beyer|first1=David|title=The Future of Machine Intelligence: Perspectives from Leading Practitioners|date=February 2016|publisher=O'Reilly Media|url=http://www.oreilly.com/data/free/files/future-of-machine-intelligence.pdf}} 7. ^Pankaj Gupta, Ashish Goel, Jimmy Lin, Aneesh Sharma, Dong Wang, and Reza Bosagh Zadeh WTF:The who-to-follow system at Twitter, Proceedings of the 22nd international conference on World Wide Web 8. ^{{cite web|last1=Harris|first1=Derrick|title=Gigaom {{!}} Twitter open sourced a recommendation algorithm for massive datasets|url=https://gigaom.com/2014/09/24/twitter-open-sourced-a-recommendation-algorithm-for-massive-datasets/}} 9. ^{{Cite web|url=https://techcrunch.com/2014/05/02/tweets-can-guide-emergency-responders-almost-immediately-after-an-earthquake/|title=Tweets Can Guide Emergency Responders Almost Immediately After An Earthquake|last=Shu|first=Catherine|website=TechCrunch|access-date=2016-06-15}} 10. ^{{Cite web|url=http://mashable.com/2014/05/02/twitter-earthquake-recovery/|title=Can Studying Tweets Lead to Faster Earthquake Recovery?|last=Wagner|first=Kurt|website=Mashable|access-date=2016-06-15}} 11. ^{{Cite web|url=https://www.engadget.com/2014/05/02/using-tweets-for-earthquake-models/|title=Stanford turns to Twitter to track earthquakes|website=Engadget|access-date=2016-06-15}} 12. ^{{Cite journal|last=Meng|first=Xiangrui|last2=Bradley|first2=Joseph|last3=Yavuz|first3=Burak|last4=Sparks|first4=Evan|last5=Venkataraman|first5=Shivaram|last6=Liu|first6=Davies|last7=Freeman|first7=Jeremy|last8=Tsai|first8=D. B.|last9=Zadeh|first9=Reza|date=2015-05-26|title=MLlib: Machine Learning in Apache Spark|arxiv=1505.06807|bibcode=2015arXiv150506807M}} 13. ^{{Cite web|url=http://www.kdd.org/kdd2016/subtopic/view/matrix-computations-and-optimization-in-apache-spark|title=Matrix Computations and Optimization in Apache Spark|last=Organisers|first=KDD 2015|website=www.kdd.org|access-date=2016-06-15}} 14. ^{{Cite web|url=http://biomedicalcomputationreview.org/content/machine-learning-using-big-data-how-apache-spark-can-help|title=Machine Learning using Big Data: How Apache Spark Can Help {{!}} Biomedical Computation Review|website=biomedicalcomputationreview.org|access-date=2016-06-22}} 15. ^{{Cite web|url=http://stanford.edu/~rezab/dao/|title=DAO: Distributed Algorithms and Optimization|website=stanford.edu|access-date=2016-06-15}} 16. ^{{Cite web|url=http://stanford.edu/~rezab/discrete/|title=CME 305: Discrete Mathematics and Algorithms|website=stanford.edu|access-date=2016-06-15}} 17. ^{{Cite web|url=http://www.creativedestructionlab.com/#!lab-team/cd4w|title=Pre-seed start-up program {{!}} Creative destruction Lab (CDL) {{!}} Toronto|website=Pre-seed start-up program {{!}} Creative destruction Lab (CDL) {{!}} Toronto|access-date=2016-06-15}} 18. ^{{Cite web|url=https://www.bloomberg.com/news/articles/2016-07-21/google-sprints-ahead-in-ai-building-blocks-leaving-rivals-wary|title=Google Sprints Ahead in AI Building Blocks, Leaving Rivals Wary|last=jackclarkSF|first=Jack Clark|website=Bloomberg.com|access-date=2016-07-30}} 19. ^{{Cite web|url=http://www.kdd.org/awards/view/2016-sigkdd-best-paper-award-winners|title=SIGKDD Awards : 2016 SIGKDD Best Paper Award Winners|website=www.kdd.org|access-date=2016-07-29}} External links
6 : Year of birth missing (living people)|Living people|Stanford University alumni|University of Waterloo alumni|Canadian computer scientists|Iranian expatriate academics |
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