Nonlinear Approximation for High-Dimensional Problems.
Workshop in honor of Albert Cohen.
30 Jun-4 Jul 2025 Paris (France)
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Program
Mon. 30
Tue. 01
Wed. 02
Thu. 03
Fri. 04
09:00
10:00
11:00
12:00
13:00
14:00
15:00
16:00
17:00
18:00
19:00
20:00
21:00
Welcome & Coffee
13:00 - 13:30 (30min)
Welcome & Coffee
Wolfgang Dahmen
13:40 - 14:30 (50min)
Wolfgang Dahmen
Chairperson: Markus Bachmayr
These were the days my friend
David Krieg
14:30 - 15:00 (30min)
David Krieg
Chairperson: Markus Bachmayr
Recent results about sampling numbers
Coffee break
15:00 - 15:30 (30min)
Coffee break
Geneviève Dusson
15:30 - 16:20 (50min)
Geneviève Dusson
Chairperson: Markus Bachmayr
On nonlinear reduced-order modelling using Wasserstein barycenters
Gabriel Peyré
9:00 - 9:50 (50min)
Gabriel Peyré
Approximation and Expressive Power of Large Language Models
https://albertcohen.sciencesconf.org/data/program/abstract_Peyre_1.txt
Coffee break
9:50 - 10:20 (30min)
Coffee break
Agustín Somacal
10:20 - 11:10 (50min)
Agustín Somacal
Towards Natural Gradient Descent with momentum
Francesc Arándiga
11:10 - 11:40 (30min)
Francesc Arándiga
A Nonlinear Piecewise Bicubic Interpolation Method for Cell-Averaged Data on Regular Grids
https://albertcohen.sciencesconf.org/data/program/abstract_ARANDIGA.pdf
Lunch
11:40 - 14:00 (2h20)
Lunch
Martin Vetterli
14:00 - 14:30 (30min)
Martin Vetterli
Super Resolution Phase Retrieval for Sparse Signals
https://albertcohen.sciencesconf.org/data/program/abstract_VETTERLI.txt
Virginie Ehrlacher
14:30 - 15:00 (30min)
Virginie Ehrlacher
Nonlinear reduced-order modeling approaches for discrete contact models
https://albertcohen.sciencesconf.org/data/program/abstract_Ehrlacher.txt
Posters and coffee
15:00 - 15:30 (30min)
Posters and coffee
Mario Ullrich
15:30 - 16:20 (50min)
Mario Ullrich
How many measurements are needed to learn a vector?
https://albertcohen.sciencesconf.org/data/program/abstract_Ullrich.txt
Past and future: discussion led by Ron DeVore
16:20 - 17:00 (40min)
Past and future: discussion led by Ron DeVore
Cocktail
18:00 - 21:00 (3h)
Cocktail
Eitan Tadmor
9:00 - 9:50 (50min)
Eitan Tadmor
Chairperson: Dany Leviatan
Swarm-Based Gradient Descent Method for Non-Convex Optimization
https://albertcohen.sciencesconf.org/data/program/abstract_Tadmor.txt
Coffee break
9:50 - 10:20 (30min)
Coffee break
Rosa Donat
10:20 - 11:10 (50min)
Rosa Donat
Chairperson: Dany Leviatan
On the use of Multiresolution techniques in Large Scale Optimization Problems
Nira Dyn
11:10 - 11:40 (30min)
Nira Dyn
Chairperson: Dany Leviatan
Subdivision schemes — a review
https://albertcohen.sciencesconf.org/data/program/Abstract_Dyn_AC2025.pdf
Lunch
11:40 - 14:30 (2h50)
Lunch
Pencho Petrushev
14:30 - 15:00 (30min)
Pencho Petrushev
Nonlinear approximation in BMO
Coffee break
15:00 - 15:30 (30min)
Coffee break
Jean-Marie Mirebeau
15:30 - 16:20 (50min)
Jean-Marie Mirebeau
Andrea Bonito
9:00 - 9:50 (50min)
Andrea Bonito
Chairperson: Ron DeVore
Elliptic PDEs: The Boundary Conditions Escape Plan
Coffee break
9:50 - 10:20 (30min)
Coffee break
Jonathan Siegel
10:20 - 11:10 (50min)
Jonathan Siegel
Chairperson: Ron DeVore
Fourier sampling numbers for Sobolev and Besov spaces
Peter Binev
11:10 - 11:40 (30min)
Peter Binev
Chairperson: Ron DeVore
Lunch
11:40 - 14:00 (2h20)
Lunch
James Nichols
14:00 - 14:30 (30min)
James Nichols
Abdellah Chkifa
14:30 - 15:00 (30min)
Abdellah Chkifa
Fast linear-sized sampling for least squares and interpolation
https://albertcohen.sciencesconf.org/data/program/abstract_Chkifa.txt
Coffee break
15:00 - 15:30 (30min)
Coffee break
Markus Bachmayr
15:30 - 16:20 (50min)
Markus Bachmayr
Adaptive methods for problems with infinitely many parameters and their computational complexity
Claire Boyer
9:00 - 9:50 (50min)
Claire Boyer
Yvon Maday
9:50 - 10:40 (50min)
Yvon Maday
Coffee break
10:40 - 11:10 (30min)
Coffee break
Ingrid Daubechies
11:10 - 12:10 (1h)
Ingrid Daubechies
Manifold Learning: discovering and describing low-dimensional structure in high-dimensional data
https://albertcohen.sciencesconf.org/data/program/abstract_Daubechies.txt
LJLL picnic
12:30 - 14:00 (1h30)
LJLL picnic
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