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Yurii Nesterov information


Yurii Nesterov
2005 in Oberwolfach
Born (1956-01-25) January 25, 1956 (age 68)
Moscow, USSR
CitizenshipBelgium
Alma materMoscow State University (1977)
Awards
  • Dantzig Prize, 2000
  • John von Neumann Theory Prize, 2009
  • EURO Gold Medal, 2016

The WLA Prize in Computer Science or Mathematics, 2023[1]

Scientific career
Fields
  • Convex optimization,
  • Semidefinite programming,
  • Nonlinear programming,
  • Numerical analysis,
  • Applied mathematics
Institutions
  • UCLouvain
  • National Research University
  • Central Economic Mathematical Institute
Doctoral advisorBoris Polyak

Yurii Nesterov is a Russian mathematician, an internationally recognized expert in convex optimization, especially in the development of efficient algorithms and numerical optimization analysis. He is currently a professor at the University of Louvain (UCLouvain).

  1. ^ "2023 WLA Prize Laureates". 2023. Retrieved September 14, 2023.

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Yurii Nesterov

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Yurii Nesterov is a Russian mathematician, an internationally recognized expert in convex optimization, especially in the development of efficient algorithms...

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Arkadi Nemirovski

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National Academy of Sciences (NAS) in 2020. In 2023, Nemirovski and Yurii Nesterov were jointly awarded the 2023 WLA Prize in Computer Science or Mathematics...

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Gradient descent

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gradient descent have been proposed to address these deficiencies. Yurii Nesterov has proposed a simple modification that enables faster convergence for...

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Linear matrix inequality

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problems in the work of Yurii Nesterov and Arkadi Nemirovski. Semidefinite programming Spectrahedron Finsler's lemma Y. Nesterov and A. Nemirovsky, Interior...

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Principal component analysis

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arXiv:cs/0406021. doi:10.1137/050645506. S2CID 5490061. Michel Journee; Yurii Nesterov; Peter Richtarik; Rodolphe Sepulchre (2010). "Generalized Power Method...

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Convex function

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algebra and optimisation. Cambridge University Press. ISBN 9780521339841. Yurii Nesterov (2004). Introductory Lectures on Convex Optimization: A Basic Course...

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Mathematical optimization

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Koopman Harold Kuhn László Lovász David Luenberger Arkadi Nemirovski Yurii Nesterov Lev Pontryagin R. Tyrrell Rockafellar Naum Z. Shor Albert Tucker Convex...

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Stochastic gradient descent

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the method was modified by Yurii Nesterov to use the gradient predicted at the next point, and the resulting so-called Nesterov Accelerated Gradient was...

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Sparse PCA

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arXiv:cs/0406021. doi:10.1137/050645506. S2CID 5490061. Michel Journee; Yurii Nesterov; Peter Richtarik; Rodolphe Sepulchre (2010). "Generalized Power Method...

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Peter Richtarik

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Engineering at Universite catholique de Louvain, Belgium, working with Yurii Nesterov. Between 2009 and 2019, Richtarik was a Lecturer and later Reader in...

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MSU Faculty of Computational Mathematics and Cybernetics

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Lozhkin Allan Martinson Igor Mashechkin Tikhon Moiseev Sergei Mukhin Yurii Nesterov Sergey Orlovskiy Mikhail Potapov Alexander Razgulin Svetlana Selezneva...

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John von Neumann Theory Prize

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mixed-integer optimization. 2010 Søren Asmussen and Peter W. Glynn 2009 Yurii Nesterov and Yinyu Ye 2008 Frank Kelly 2007 Arthur F. Veinott, Jr. for his profound...

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Joint spectral radius

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Analysis and Applications, 27(3):721–743, 2005. Vincent D. Blondel, Yurii Nesterov and Jacques Theys, On the accuracy of the ellipsoid norm approximation...

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Convex optimization

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S2CID 9048698. Nesterov, Yurii; Nemirovskii, Arkadii (1994). Interior Point Polynomial Methods in Convex Programming. SIAM. Nesterov, Yurii. (2004). Introductory...

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Dantzig Prize

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Lemarechal, Roger J.B. Wets 1997: Roger Fletcher, Stephen M. Robinson 2000: Yurii Nesterov 2003: Jong-Shi Pang, Alexander Schrijver 2006: Eva Tardos 2009: Gérard...

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EURO Gold Medal

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Ailsa Land (posthumously) 2019 Martine Labbé 2018 Silvano Martello 2016 Yurii Nesterov and Maurice Queyranne 2015 Alexander Schrijver 2013 Panos M. Pardalos...

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List of International Congresses of Mathematicians Plenary and Invited Speakers

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Nikolai Nadirashvili [de] Assaf Naor Fedor Nazarov Jaroslav Nešetřil Yurii Nesterov Claudia Neuhauser Ngô Bảo Châu Andre Nies Ricardo Horatio Nochetto Hee...

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Leiden algorithm

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PMC 6435756. PMID 30914743. Traag, Vincent A; Van Dooren, Paul; Nesterov, Yurii (29 July 2011). "Narrow scope for resolution-limit-free community detection"...

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Center for Operations Research and Econometrics

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Franco Modigliani, Roger Myerson, George Nemhauser, Arkadi Nemirovski, Yurii Nesterov, Ariel Rubinstein, Thomas Sargent, Reinhard Selten, Lloyd Shapley, Joseph...

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Barrier function

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&{\text{otherwise}}\end{cases}}} Penalty method Augmented Lagrangian method Nesterov, Yurii (2018). Lectures on Convex Optimization (2 ed.). Cham, Switzerland:...

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Proximal gradient methods for learning

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1413–1457. arXiv:math/0307152. doi:10.1002/cpa.20042. S2CID 1438417. Nesterov, Yurii (1983). "A method of solving a convex programming problem with convergence...

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Laurence Wolsey

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the von Neumann Theory Prize". www.jinfo.org. Retrieved 2024-04-13. Yurii Nesterov (2004). Introductory Lectures on Convex Optimization: A Basic Course...

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Coordinate descent

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KDD '11. p. 1064. doi:10.1145/2020408.2020577. ISBN 9781450308137. Nesterov, Yurii (2012). "Efficiency of coordinate descent methods on huge-scale optimization...

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Random coordinate descent

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image). Coordinate descent Gradient descent Mathematical optimization Nesterov, Yurii (2010), "Efficiency of coordinate descent methods on huge-scale optimization...

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