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C o n t r i b u t e
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Search
A p p e a r a n c e
● C r e a t e a c c o u n t ● L o g i n
P e r s o n a l t o o l s
● C r e a t e a c c o u n t ● L o g i n
P a g e s f o r l o g g e d o u t e d i t o r s l e a r n m o r e ● C o n t r i b u t i o n s ● T a l k
( T o p )
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2 R e s e a r c h
3 A w a r d s a n d h o n o r s
4 R e f e r e n c e s
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T o o l s
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A c t i o n s
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G e n e r a l
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A p p e a r a n c e
F r o m W i k i p e d i a , t h e f r e e e n c y c l o p e d i a
Academic biography
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Tropp studied at the University of Texas , where he completed the BS degree in Mathematics and the BA degree in Plan II Honors in 1999 and the MS and PhD degrees in Computational & Applied Mathematics in 2001 and 2004.[1] Topics in Sparse Approximation , and his advisers were Inderjit Dhillon and Anna C. Gilbert .[2] University of Michigan from 2004 to 2007.[1] California Institute of Technology since 2007.[3]
Research
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In his early research,[4] sparse approximation and compressed sensing .
In 2011, he published a paper[5] singular value decomposition .
He has also worked in random matrix theory, where he has established a family of results,[6] matrix concentration inequalities , that includes the matrix Chernoff bound .
Awards and honors
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Tropp was a recipient of the Presidential Early Career Award for Scientists and Engineers (PECASE) in 2008.[7] Alfred P. Sloan Research Fellowship in Mathematics,[8] Matching Pursuit algorithms.[4] Monroe H. Martin Prize in applied mathematics in 2011 for work on sparse optimization.[9] [10] SIAM Fellow "for contributions to signal processing, data analysis, and randomized linear algebra".[11]
References
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^ Joel A. Tropp at the Caltech Directory
^ a b "Popov Prize, Previous Winners" . Archived from the original on 2015-10-31. Retrieved 2014-08-11 .
^ Halko, Nathan; Martinsson, Per-Gunnar; Tropp, Joel (2011), "Finding structure with randomness: Probabilistic algorithms for constructing approximate matrix decompositions", SIAM Review , 53 2 ): 217–288, arXiv :0909.4061 doi :10.1137/090771806 , S2CID 88251
^
Tropp, Joel (2012), "User-friendly tail bounds for sums of random matrices", Foundations of Computational Mathematics , 12 4 ): 389–434, CiteSeerX 10.1.1.708.9756 doi :10.1007/s10208-011-9099-z , S2CID 17735965
^ "President Honors Outstanding Early-Career Scientists" , press release from the National Science Foundation
^ "Sloan Foundation, Past Fellows" . Archived from the original on 2016-11-06. Retrieved 2014-08-11 .
^ "Joel A. Tropp receives the Monroe H. Martin Prize" , news item from the California Institute of Technology
^ Thomson Reuters Highly Cited Researchers
^ SIAM Fellows Class of 2019 , retrieved 2019-09-01
External links
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International
National
Academics
Other
R e t r i e v e d f r o m " https://en.wikipedia.org/w/index.php?title=Joel_Tropp&oldid=1218411900 " C a t e g o r i e s : ● 1 9 7 7 b i r t h s ● L i v i n g p e o p l e ● U n i v e r s i t y o f T e x a s a l u m n i ● C a l i f o r n i a I n s t i t u t e o f T e c h n o l o g y f a c u l t y ● 2 0 t h - c e n t u r y A m e r i c a n m a t h e m a t i c i a n s ● S l o a n R e s e a r c h F e l l o w s ● F e l l o w s o f t h e S o c i e t y f o r I n d u s t r i a l a n d A p p l i e d M a t h e m a t i c s ● M a t h e m a t i c i a n s f r o m T e x a s ● 2 1 s t - c e n t u r y A m e r i c a n m a t h e m a t i c i a n s ● U n i v e r s i t y o f M i c h i g a n f a c u l t y ● R e c i p i e n t s o f t h e P r e s i d e n t i a l E a r l y C a r e e r A w a r d f o r S c i e n t i s t s a n d E n g i n e e r s H i d d e n c a t e g o r i e s : ● A r t i c l e s w i t h h C a r d s ● A r t i c l e s w i t h I S N I i d e n t i f i e r s ● A r t i c l e s w i t h V I A F i d e n t i f i e r s ● A r t i c l e s w i t h W o r l d C a t E n t i t i e s i d e n t i f i e r s ● A r t i c l e s w i t h G N D i d e n t i f i e r s ● A r t i c l e s w i t h J 9 U i d e n t i f i e r s ● A r t i c l e s w i t h L C C N i d e n t i f i e r s ● A r t i c l e s w i t h P L W A B N i d e n t i f i e r s ● A r t i c l e s w i t h D B L P i d e n t i f i e r s ● A r t i c l e s w i t h M A T H S N i d e n t i f i e r s ● A r t i c l e s w i t h M G P i d e n t i f i e r s ● A r t i c l e s w i t h O R C I D i d e n t i f i e r s ● A r t i c l e s w i t h Z B M A T H i d e n t i f i e r s ● A r t i c l e s w i t h S U D O C i d e n t i f i e r s
● T h i s p a g e w a s l a s t e d i t e d o n 1 1 A p r i l 2 0 2 4 , a t 1 5 : 2 9 ( U T C ) . ● T e x t i s a v a i l a b l e u n d e r t h e C r e a t i v e C o m m o n s A t t r i b u t i o n - S h a r e A l i k e L i c e n s e 4 . 0 ;
a d d i t i o n a l t e r m s m a y a p p l y . B y u s i n g t h i s s i t e , y o u a g r e e t o t h e T e r m s o f U s e a n d P r i v a c y P o l i c y . W i k i p e d i a ® i s a r e g i s t e r e d t r a d e m a r k o f t h e W i k i m e d i a F o u n d a t i o n , I n c . , a n o n - p r o f i t o r g a n i z a t i o n . ● P r i v a c y p o l i c y ● A b o u t W i k i p e d i a ● D i s c l a i m e r s ● C o n t a c t W i k i p e d i a ● C o d e o f C o n d u c t ● D e v e l o p e r s ● S t a t i s t i c s ● C o o k i e s t a t e m e n t ● M o b i l e v i e w
American
