Statements (63)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:Mathematician
|
| gptkbp:academic_advisor |
gptkb:David_Donoho
|
| gptkbp:affiliation |
gptkb:California_Institute_of_Technology
|
| gptkbp:award |
gptkb:Mac_Arthur_Fellowship
|
| gptkbp:birth_date |
1970-04-06
|
| gptkbp:birth_place |
gptkb:Paris,_France
|
| gptkbp:contribution |
contributions to numerical analysis
applications in artificial intelligence contributions to mathematical physics contributions to functional analysis applications in machine learning contributions to computational mathematics applications in data science applications in signal processing applications in statistics contributions to optimization theory applications in computer vision contributions to statistical theory contributions to harmonic analysis contributions to optimization problems advancements in data recovery techniques applications in medical imaging applications in remote sensing applications in wireless communications contributions to Bayesian statistics contributions to algorithm design contributions to convex analysis contributions to data analysis techniques contributions to empirical processes contributions to machine learning theory contributions to nonparametric statistics contributions to statistical computing contributions to statistical graphics contributions to statistical inference contributions to statistical learning methods contributions to statistical methods contributions to statistical modeling contributions to statistical signal processing theoretical foundations of compressed sensing development of algorithms for high-dimensional data |
| gptkbp:field |
gptkb:computer_science
gptkb:Mathematics statistics |
| https://www.w3.org/2000/01/rdf-schema#label |
Emmanuel Candès
|
| gptkbp:influenced_by |
gptkb:Hermann_Weyl
gptkb:André_Weil gptkb:Jean-Pierre_Serre gptkb:David_Donoho |
| gptkbp:known_for |
statistical learning theory
compressed sensing |
| gptkbp:nationality |
gptkb:French
gptkb:American |
| gptkbp:notable_students |
gptkb:Lior_Pachter
gptkb:Mikhail_Belkin Aude Geneviève Justin Romberg Yuxin Chen |
| gptkbp:research_focus |
gptkb:machine_learning
signal processing inverse problems |
| gptkbp:website |
http://www.cds.caltech.edu/~candes/
|
| gptkbp:bfsParent |
gptkb:Breakthrough_Prize_in_Mathematics
|
| gptkbp:bfsLayer |
5
|