Laurent El Ghaoui
E451071
Laurent El Ghaoui is a researcher and professor known for his contributions to optimization, control theory, and robust optimization in engineering and applied mathematics.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Laurent El Ghaoui canonical | 1 |
Statements (46)
| Predicate | Object |
|---|---|
| instanceOf |
person
ⓘ
professor ⓘ researcher ⓘ |
| academicDiscipline |
electrical engineering
ⓘ
industrial engineering and operations research ⓘ |
| affiliation |
Department of Electrical Engineering and Computer Sciences, UC Berkeley
NERFINISHED
ⓘ
Department of Industrial Engineering and Operations Research, UC Berkeley NERFINISHED ⓘ |
| educatedAt |
Stanford University
ⓘ
École Nationale Supérieure de l'Aéronautique et de l'Espace NERFINISHED ⓘ École Polytechnique NERFINISHED ⓘ |
| employer | University of California, Berkeley ⓘ |
| fieldOfWork |
applied mathematics
ⓘ
control theory ⓘ convex optimization ⓘ machine learning ⓘ optimization ⓘ robust optimization ⓘ semidefinite programming ⓘ |
| hasAcademicDegree | PhD in Electrical Engineering ⓘ |
| hasCitizenship | France NERFINISHED ⓘ |
| hasPublication |
Robust Optimization: Theory and Applications
NERFINISHED
ⓘ
Robust Quadratic Programming NERFINISHED ⓘ Robust Solutions to Least-Squares Problems with Uncertain Data NERFINISHED ⓘ Robust Solutions to Uncertain Semidefinite Programs NERFINISHED ⓘ Safe Feature Elimination for the Lasso and Sparse Supervised Learning Problems NERFINISHED ⓘ |
| hasRole |
doctoral advisor
ⓘ
graduate instructor ⓘ principal investigator in research projects ⓘ |
| knownFor |
contributions to control theory
ⓘ
contributions to convex optimization ⓘ research in robust control ⓘ robust optimization in engineering ⓘ |
| languageSpoken |
English
ⓘ
French ⓘ |
| notableConcept |
robust least-squares
ⓘ
robust semidefinite programming ⓘ safe screening rules for sparse learning ⓘ |
| positionHeld |
Faculty member in Electrical Engineering and Computer Sciences at UC Berkeley
ⓘ
Faculty member in Industrial Engineering and Operations Research at UC Berkeley ⓘ Professor at UC Berkeley ⓘ |
| researchInterest |
data-driven optimization
ⓘ
high-dimensional statistics ⓘ numerical algorithms for optimization ⓘ sparse modeling ⓘ uncertainty modeling in optimization ⓘ |
| workLocation | Berkeley, California NERFINISHED ⓘ |
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.