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Jean Bernard Lasserre

Curriculum Vitae
40
Documents
Affiliations actuelles
  • 1099620
  • 1002422

Présentation

I graduated from "Ecole Nationale Superieure d'Informatique et Mathematiques Appliquees" [(ENSIMAG](http://www-ensimag.imag.fr/)) in Grenoble, then got my PhD (1978) and "Doctorat d'Etat" (1984) degrees both from [Paul Sabatier University](http://www.ups-tlse.fr/) in Toulouse (France). I have been at [LAAS-CNRS](http://www.laas.fr/) in Toulouse since1980, where I am currently Directeur de Recherche. I am also a member of [IMT](http://www.math.ups-tlse.fr/), the Institute of Mathematics of Toulouse and associate faculty of Toulouse school of Economics (TSE). I was a one year visitor (1978-79 and 1985-86) at the Electrical Engineering Dept. of the University of California at [Berkeley ](http://www.berkeley.edu/)with a fellowship from [INRIA](http://www.inria.fr/) and [NSF.](http://www.nsf.gov/) I have done several one-month visits to Stanford University [(Stanford, ](http://www.stanford.edu/)California), the Massachusetts Institute of Technology [(MIT](http://www.mit.edu/), Cambridge), the Mathematical Sciences Research Institute [(MSRI](http://www.msri.org/), Berkeley), the Fields Institute [(Fields](http://www.fields.utoronto.ca/), Toronto), the Institute for Mathematics and its Applications [(IMA](http://www.ima.umn.edu/), Minneapolis), the Institute for Pure and Applied Mathematics [(IPAM](http://www.ipam.ucla.edu/), UCLA), Cinvestav-IPN [(Cinvestav](http://www.cinvestav.mx/), Mexico), Leiden University [(Leiden](http://www.leidenuniv.nl//), The Netherlands), the Tinbergen Institute [(Tinbergen](http://www.tinbergen.nl/home.html), Amsterdam, The Netherlands), the University of Adelaide [(Adelaide](http://www.adelaide.edu.au/), Australia), the University of South Australia [(UniSA](http://www.unisa.edu.au/), Adelaide), the University of New South wales [(UNSW](http://www.unsw.edu.au/), Sydney), the University of British Columbia [(UBC](http://www.ubc.ca/), Vancouver). Awards & distinctions: \- 2021 Grand Prix INRIA-Académie des Sciences \- 2019 ISSAC' 20109 Distinguished Paper Award (Beijing, July 2019) with F. Bréhard & M. Joldès. \- 2018: Invited Speaker at the International Congress of Mathematicians (ICM 2018), Rio de Janeiro, August 2018. Section 16: Optimal Control & Optimization. \- 2015 [John von Neumann Theory prize](https://www.informs.org/Recognize-Excellence/INFORMS-Prizes-Awards/John-von-Neumann-Theory-Prize) of the [INFORMS society](https://www.informs.org/). \- 2015 [Khachiyan prize](https://www.informs.org/Community/Optimization-Society/Optimization-Society-Prizes/Khachiyan-Prize/2015) of the [Optimization Society](https://www.informs.org/Community/Optimization-Society) of [INFORMS](https://www.informs.org/). \- 2009 [Lagrange prize](http://www.mathprog.org/?nav=lagrange) in Continuous optimization (awarded jointly every 3 years by [SIAM](http://www.siam.org/) and the [Mathematical Optimization Society](http://www.mathopt.org/)). \- SIAM Fellow (class 2014) \- 2014 Laureate of an [ERC-Advanced Grant](http://erc.europa.eu/advanced-grants) from the [European Research Council](http://erc.europa.eu/) (ERC) for the [TAMING project](http://taming.laas.fr/).

Domaines de recherche


Compétences

Publications

155891

Positivity certificates and polynomial optimization on non-compact semialgebraic sets

Ngoc Hoang Anh Mai , Jean-Bernard Lasserre , Victor Magron
Mathematical Programming, Series A, 2021, ⟨10.1007/s10107-021-01634-1⟩
Article dans une revue hal-02382059v1

TSSOS: A Moment-SOS hierarchy that exploits term sparsity

Jie Wang , Victor Magron , Jean-Bernard Lasserre
SIAM Journal on Optimization, 2021, 31 (1), pp.30--58. ⟨10.1137/19M1307871⟩
Article dans une revue hal-02448389v1
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Distributionally robust polynomial chance-constraints under mixture ambiguity sets

Jean B Lasserre , Tillmann Weisser
Mathematical Programming, Series A, 2021, 185, pp.409--453. ⟨10.1007/s10107-019-01434-8⟩
Article dans une revue hal-01755147v2
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SIMPLE FORMULA FOR INTEGRATION OF POLYNOMIALS ON A SIMPLEX

Jean B Lasserre
BIT Numerical Mathematics, 2021, 61, pp.523--533. ⟨10.1007/s10543-020-00828-x⟩
Article dans une revue hal-02266692v2

Chordal-TSSOS: a moment-SOS hierarchy that exploits term sparsity with chordal extension

Jie Wang , Victor Magron , Jean-Bernard Lasserre
SIAM Journal on Optimization, 2021, ⟨10.1137/20M1323564⟩
Article dans une revue hal-02502131v1
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Data analysis from empirical moments and the Christoffel function

Edouard Pauwels , Mihai Putinar , Jean-Bernard Lasserre
Foundations of Computational Mathematics, 2021, 21, pp.243--273. ⟨10.1007/s10208-020-09451-2⟩
Article dans une revue hal-01845137v3
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Semi-algebraic approximation using Christoffel-Darboux kernel

Swann Marx , Edouard Pauwels , Tillmann Weisser , Didier Henrion , Jean B Lasserre
Constructive Approximation, 2021, 54 (3), pp.391-429. ⟨10.1007/s00365-021-09535-4⟩
Article dans une revue hal-02085835v3
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Exploiting Sparsity for Semi-Algebraic Set Volume Computation

Matteo Tacchi , Tillmann Weisser , Jean-Bernard Lasserre , Didier Henrion
Foundations of Computational Mathematics, 2021, 22, pp.161--209. ⟨10.1007/s10208-021-09508-w⟩
Article dans une revue hal-02010175v2

Computing the Hausdorff boundary measure of semi-algebraic sets

Jean-Bernard Lasserre , Victor Magron
SIAM Journal on Applied Algebra and Geometry, 2020, 4 (3), pp.441-469. ⟨10.1137/20M1314392⟩
Article dans une revue hal-02448149v1
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A moment approach for entropy solutions to nonlinear hyperbolic PDEs *

Swann Marx , Tillmann Weisser , Didier Henrion , Jean B Lasserre
Mathematical Control and Related Fields, 2020, 10 (1), pp.113-140. ⟨10.3934/mcrf.2019032⟩
Article dans une revue hal-01830870v1
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Connecting optimization with spectral analysis of tri-diagonal matrices

Jean B Lasserre
Mathematical Programming, Series A, 2020, 190, pp.795--809. ⟨10.1007/s10107-020-01549-3⟩
Article dans une revue hal-02190818v4
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NONNEGATIVE FORMS WITH SUBLEVEL SETS OF MINIMAL VOLUME

Khazhgali Kozhasov , Jean-Bernard Lasserre
Mathematical Programming, Series A, 2020, ⟨10.1007/s10107-020-01584-0⟩
Article dans une revue hal-02294984v2

The empirical Christoffel function with applications in data analysis

Jean-Bernard Lasserre , Edouard Pauwels
Advances in Computational Mathematics, 2019, 45 (3), pp.1439--1468. ⟨10.1007/s10444-019-09673-1⟩
Article dans une revue hal-01511624v1
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Positive Functionals and Hessenberg Matrices

Jean-Bernard Lasserre , Mihai Putinar
Proceedings of the American Mathematical Society, 2019, 147 (3), pp.1097--1108. ⟨10.1090/proc/14266⟩
Article dans une revue hal-01806491v1
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Sparse polynomial interpolation: sparse recovery, super resolution, or Prony?

Cédric Josz , Jean-Bernard Lasserre , Bernard Mourrain
Advances in Computational Mathematics, 2019, 45 (3), pp.1401-1437. ⟨10.1007/s10444-019-09672-2⟩
Article dans une revue hal-01575325v2
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Computation of Chebyshev Polynomials for Union of Intervals

Simon Foucart , Jean-Bernard Lasserre
Computational Methods and Function Theory, 2019, ⟨10.1007/s40315-019-00285-w⟩
Article dans une revue hal-02062836v1
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Approximate Optimal Designs for Multivariate Polynomial Regression

Yohann de Castro , Fabrice Gamboa , Didier Henrion , Roxana Hess , Jean-Bernard Lasserre
Annals of Statistics, 2019, 47 (1), pp.127-155. ⟨10.1214/18-AOS1683⟩
Article dans une revue hal-01483490v2
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Semidefinite Relaxations for Lebesgue and Gaussian Measures of Unions of Basic Semialgebraic Sets

Jean B Lasserre , Youssouf Emin
Mathematics of Operations Research, 2019, 44 (4), pp.1145-1509. ⟨10.1287/moor.2018.0980⟩
Article dans une revue hal-01543361v1
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VOLUME OF SUBLEVEL SETS OF HOMOGENEOUS POLYNOMIALS

Jean B Lasserre
SIAM Journal on Applied Algebra and Geometry, 2019, 3 (2), pp.372-389. ⟨10.1137/18M1222478⟩
Article dans une revue hal-01898429v4

Optimal data fitting: a moment approach

Jean-Bernard Lasserre , Victor Magron
SIAM Journal on Optimization, 2018, 28 (4), pp.3127-3144. ⟨10.1137/18M1170108⟩
Article dans une revue hal-01706850v1
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Sparse-BSOS: a bounded degree SOS hierarchy for large scale polynomial optimization with sparsity

Tillmann Weisser , Jean-Bernard Lasserre , Kim-Chuan Toh
Mathematical Programming Computation, 2018, 10, pp.1--32
Article dans une revue hal-01341931v3
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Determining Projection Constants of Univariate Polynomial Spaces

Simon Foucart , Jean-Bernard Lasserre
Journal of Approximation Theory, 2018, 235, pp.74-91. ⟨10.1016/j.jat.2018.06.002⟩
Article dans une revue hal-01679124v1
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Computing gaussian & exponential measures of semi-algebraic sets

Jean-Bernard Lasserre
Advances in Applied Mathematics, 2017, 91, pp.137-163
Article dans une revue hal-01185641v2
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Representation of chance-constraints with strong asymptotic guarantees

Jean-Bernard Lasserre
IEEE Control Systems Letters, 2017, 1 (1), pp.50--55. ⟨10.1109/LCSYS.2017.2704295⟩
Article dans une revue hal-01487006v2
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A bounded degree SOS hierarchy for polynomial optimization

Jean-Bernard Lasserre , Toh Kim-Chuan , Yang Shouguang
EURO Journal on Computational Optimization, 2017, 5 (1), pp.87--117
Article dans une revue hal-01109125v2
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Linear conic optimization for inverse optimal control

Edouard Pauwels , Didier Henrion , Jean-Bernard Lasserre
SIAM Journal on Control and Optimization, 2016, 54 (3), pp.1798-1825. ⟨10.1137/14099454X⟩
Article dans une revue hal-01080428v3
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A MAX-CUT FORMULATION OF 0/1 PROGRAMS

Jean-Bernard Lasserre
Operations Research Letters, 2016, 44 (2), pp.158--164
Article dans une revue hal-01154698v3
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Lebesgue decomposition in action via semidefinite relaxations

Jean-Bernard Lasserre
Advances in Computational Mathematics, 2016, 42 (5), pp.1129-1148. ⟨10.1007/s10444-016-9456-1⟩
Article dans une revue hal-01212385v2
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CONVERGENT SEMIDEFINITE PROGRAMMING RELAXATIONS FOR GLOBAL BILEVEL POLYNOMIAL OPTIMIZATION PROBLEMS *

V Jeyakumar † , Jean-Bernard Lasserre , G Li , T.S Pham
SIAM Journal on Optimization, 2016, 26 (1), pp.753--780. ⟨10.1137/15M1017922⟩
Article dans une revue hal-01295159v1
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Moments and Legendre-Fourier Series for Measures Supported on Curves

Jean-Bernard Lasserre
Symmetry, Integrability and Geometry : Methods and Applications, 2015, Special Issue on Orthogonal Polynomials, Special Functions and Applications, 11 (077), 10 p. ⟨10.3842/SIGMA.2015.077⟩
Article dans une revue hal-01187750v2
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Volume of sub-level sets of polynomials

Jean B Lasserre
18th European Control Conference (ECC 2019), Jun 2019, Naples, Italy. pp.1975-1980, ⟨10.23919/ECC.2019.8795995⟩
Communication dans un congrès hal-02277745v1
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On Moment Problems with Holonomic Functions

Florent Bréhard , Mioara Joldes , Jean-Bernard Lasserre
44th International Symposium on Symbolic and Algebraic Computation (ISSAC 2019), Jul 2019, Pékin, China. pp.66-73
Communication dans un congrès hal-02006645v1
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THE MOMENT-SOS HIERARCHY

Jean B Lasserre
International Congress of Mathematicians 2018 (ICM 2018), Aug 2018, Rio de Janeiro, Brazil. 21p
Communication dans un congrès hal-01856182v1
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On inverse optimal control via polynomial optimization

Jean-Bernard Lasserre , Jérémy Rouot
IEEE 56th Annual Conference on Decision and Control (CDC 2017), Dec 2017, Melbourne, Australia. pp.721-726, ⟨10.1109/CDC.2017.8263745⟩
Communication dans un congrès hal-01493034v1
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Sorting out typicality with the inverse moment matrix SOS polynomial

Jean-Bernard Lasserre , Edouard Pauwels
30th Conference on Neural Information Processing Systems (NIPS 2016), Dec 2016, Barcelone, Spain. pp.1-16, ⟨10.48550/arXiv.1606.03858⟩
Communication dans un congrès hal-01331591v1

The Moment-SOS Hierarchy

Didier Henrion , Milan Korda , Jean-Bernard Lasserre
World Scientific. World Scientific Publishing Europe Ltd., 4, 248p., 2020, Optimization and its Applications, 978-1-78634-853-1. ⟨10.1142/q0252⟩
Ouvrages hal-03009026v1

Geometric and Numerical Foundations of Movements

Jean-Paul Laumond , Nicolas Mansard , Jean-Bernard Lasserre
Springer. Springer International Publishing, 117, 2017, Springer Tracts in Advanced Robotics, Bruno Siciliano; Oussama Khatib, 978-3-319-51546-5. ⟨10.1007/978-3-319-51547-2⟩
Ouvrages hal-01590779v1
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Moments and convex optimization for analysis and control of nonlinear partial differential equations

Milan Korda , Didier Henrion , Jean-Bernard Lasserre
Elsevier. Handbook of Numerical Analysis, 23, Elsevier, pp.339--366, 2022
Chapitre d'ouvrage hal-01771699v1
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Positivity certificates in optimal control

Edouard Pauwels , Didier Henrion , Jean-Bernard Lasserre
Springer. Geometric and Numerical Foundations of Movements, 117, Springer, pp.113-131, 2017, Springer Tracts in Advanced Robotics, 978-3-319-51546-5
Chapitre d'ouvrage hal-01311874v1