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08:30 - 09:30
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Plenary talk (Auditorium Chateaubriand) - Chair: Jean-Louis Merrien |
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08:30 - 09:30 |
› Pythagorean–Hodograph Splines: From Structural Constraints to Constructive Approaches - Lucia Romani |
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09:30 - 10:00
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Coffee break (Rotonde Jacques Cartier) |
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10:00 - 12:30
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MS: Optimisation and Machine Learning (Auditorium Chateaubriand) - Chair: Edouard Pauwels |
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10:00 - 10:25 |
› A gradient flow for every c(x,y) cost: EVI-inspired convexity - Pierre-Cyril Aubin-Frankowski |
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10:25 - 10:50 |
› Bias-optimal bounds for SGD with computer-aided proofs - Guillaume Garrigos |
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10:50 - 11:15 |
› Correctness guarantees for the Burer-Monteiro factorization - Irène Waldspurger |
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11:15 - 11:40 |
› Implicit Bias in Gradient Flow Learning: Results, Open Questions, and link with Mirror-Flow Dynamics - Loucas Pillaud-Vivien |
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11:40 - 12:05 |
› Mean-field Learning for the management of consumption flexibilities in power systems - Nadia Oudjane |
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12:05 - 12:30 |
› The AdEMAMix Optimizer: Better, Faster, Older - Pierre Ablin |
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10:00 - 12:30
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MS: Advances in splines: theory, methods, and applications (Grand Large Est) - Chair: Tatyana Sorokina |
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10:00 - 10:25 |
› A Construction of $C^r$ Conforming Finite Elements on the Alfeld Split in Any Dimension - Qingyu Wu |
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10:25 - 10:50 |
› Overlap spline methods for elliptic boundary value problems - Oleg Davydov |
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10:50 - 11:15 |
› Quadrature rules for smooth splines on uniformly refined triangles - Hendrik Speleers |
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11:15 - 11:40 |
› Why spline products are hard, and how to fix them - Francesco Patrizi |
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11:40 - 12:05 |
› A sheaf theory framework for supersplines and finite elements - Beihui Yuan |
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12:05 - 12:30 |
› Geometric modeling at MTU Aero Engines: state of the art and research perspectives - Dominik Mokriš |
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10:00 - 12:30
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CS: Sparse and high-dimensional approximation 1 (Grand Large Ouest) - Chair: Markus Bachmayr |
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10:00 - 10:25 |
› Approximation and learning with compositional tensor trains - Charles Miranda |
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10:25 - 10:50 |
› Iterative low-rank time integration of time-dependent Schrödinger equations - Polina Sachsenmaier |
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10:50 - 11:15 |
› Low-Rank Approximation by Randomly Pivoted LU - Marc Aurèle Gilles |
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11:15 - 11:40 |
› M-Tensor Formalism: A High Dimensional Approximation Framework for Scarce Data Contexts - Rémi Cloarec |
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11:40 - 12:05 |
› Preconditioning and Numerical Stability in Neural Network Training for Parametric PDEs - Chenguang Duan |
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12:05 - 12:30 |
› Reduced Order Models for Multiscale Problems –- Mitigating Kolmogorov barrier in RTE - Tianyu Jin |
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10:00 - 12:30
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CS: Computer-aided geometric design 1 (Bouvet) - Chair: Espen Sande |
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10:00 - 10:25 |
› Equi-affine minimal-degree moving frames for polynomial curves - Irina Kogan |
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10:25 - 10:50 |
› Efficient evaluation of Gauss-Legendre curves - Filip Chudy |
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10:50 - 11:15 |
› Interpolation by double Pythagorean-hodograph curves of degree seven - Selena Praprotnik |
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11:15 - 11:40 |
› Numerically stable evaluation method for Gauss--Legendre basis - Hwan Pyo Moon |
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11:40 - 12:05 |
› On the topological types of pointwise products of general circles in the unit quaternions - Niels Lubbes |
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12:05 - 12:30 |
› Total positivity of Bernstein-type polynomial bases - Delgado Jorge, Universidad de Zaragoza |
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12:30 - 14:00
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Lunch |
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14:00 - 15:00
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Plenary talk (Auditorium Chateaubriand) - Chair: Anna Korba |
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14:00 - 15:00 |
› Machine learning and symmetries - Soledad Villar |
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15:00 - 16:30
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Poster Session 1 + Coffee (Rotonde Jacques Cartier) |
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15:00 - 16:30 |
› Geometric Representation and BIM–BEM Interoperability in Building Energy Simulations: Tools Overview and Sources of Uncertainty - Mariusz Cesarz |
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15:00 - 16:30 |
› Compositional Polynomial Networks and Optimal Lipschitz Regularity for Model Order Reduction - Joel Soffo |
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15:00 - 16:30 |
› Optimized multidimensional threshold-based classification in space weather applications - Francesco Marchetti |
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15:00 - 16:30 |
› Minimax Optimal Kernel Two-Sample Tests with Random Features - Soumya Mukherjee |
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15:00 - 16:30 |
› Variational Inference for Gaussian Mixtures via Spherical Hellinger-Kantorovich Gradient Flow - Aratrika Mustafi |
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15:00 - 16:30 |
› A New Method to Accelerate SVM Resolution via Support Vector Identification - Gabriel Viellefon |
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15:00 - 16:30 |
› Modelling with 3D Elastica - Marc Isern Hacker |
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15:00 - 16:30 |
› Alignment and Automated Measurement of Smartphone-Reconstructed 3D Human Body Parts - Hadrien Bigo--Balland |
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15:00 - 16:30 |
› Expressivity of congruence-based architectures for DNNs on positive-definite matrices - Antonin Oswald |
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15:00 - 16:30 |
› Asymptotically optimal t-design curves on SO(3) and Gr2,4 - Clemens Karner |
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15:00 - 16:30 |
› G2 Pythagorean Hodograph Curves - Mann Stephen |
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15:00 - 16:30 |
› Data-driven primal-dual methods for compressed hyperspectral single pixel imaging - Séréna Hariga |
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15:00 - 16:30 |
› Integrating Gk-continuous surface schemes in G+Smo - Dimitrios Tolis |
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15:00 - 16:30 |
› A Nonlinear Tensor Network Architecture for Compressed End-to-End Learning - Jana Jovcheva |
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15:00 - 16:30 |
› Fast rigid alignment of discretized 3D objects in sliced Wasserstein distance - Eric Verbeke |
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15:00 - 16:30 |
› High-dimensional classification problems with Barron regular boundaries under margin conditions - Jonathan Garcia Rebellon |
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15:00 - 16:30 |
› Lofting Using Blending Techniques - Tanja Henriksen |
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15:00 - 16:30 |
› Designing vertical transition curves with nonparametric Bézier and B-spline curves - Javier Sánchez-Reyes |
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15:00 - 16:30 |
› Geometric phases of modulated multivariate time series - Grégoire Doat |
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15:00 - 16:30 |
› Approximating Environmental Impact Surfaces through Behavioral Shift Simulations: An LCA-based Scenario Analysis in the 15-Minute City Framework - Dorota Burchart |
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15:00 - 16:30 |
› Balanced LoRA: Removing Parameter Invariance to Accelerate Convergence - Valérie Castin |
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15:00 - 16:30 |
› Variational Reconstruction of wind velocity fields from LiDAR Measurements - Theau Cousin |
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15:00 - 16:30 |
› Complex rational plane curves - Leonardo Fernandez-Jambrina |
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15:00 - 16:30 |
› A Finite Volume Scheme for Diffusion Equations on Curved Polygonal Meshes - Hang Xudeng |
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15:00 - 16:30 |
› Isogeometric Analysis for Stress-Constrained Topology Optimization - Guilherme Henrique Teixeira |
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15:00 - 16:30 |
› Geometric Representation and Accessibility-Aware Approximation of Mountain Trails for Assistive Off-Road Mobility: the “Mountains Without Barriers” Integrated Platform - Marcin Staniek |
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15:00 - 16:30 |
› Multi-modal Routing Algorithms as a Tool for Spatial Optimization of 15-Minute City Zones: A Case Study of the SUMODO International Project - Grzegorz Sierpinski |
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15:00 - 16:30 |
› Progressive Iterative Approximation for Gauss–Legendre Curves - Jingxuan Li |
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15:00 - 16:30 |
› A higher order hybrid approximation method using splines to singularly perturbed parabolic convection-diffusion problem using adaptive mesh. - Asish Saini |
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15:00 - 16:30 |
› Adaptive mesh generation and a higher order hybrid method using splines to singularly perturbed parabolic reaction-diffusion equations. - Mamta Godara |
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16:30 - 19:00
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MS: Kernel-based Methods in Approximation and Learning Theory (Auditorium Chateaubriand) - Chair: Holger Wendland |
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16:30 - 16:55 |
› Fourier-free convergence results for kernel methods - Armin Iske |
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16:55 - 17:20 |
› General superconvergence for kernel-based approximation - Gabriele Santin |
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17:20 - 17:45 |
› Kernel-based Operator Reconstruction with Applications to Physics Informed Learning - Rüdiger Kempf |
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17:45 - 18:10 |
› Multiscale Approximation as Bias Reduction for Manifold-Valued Regression - Nir Sharon |
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18:10 - 18:35 |
› Scattered data approximation in samplet coordinates - Multerer Michael |
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18:35 - 19:00 |
› Semi-Lagrange schemes on manifolds - Christian Rieger |
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16:30 - 19:00
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MS: Geometry Processing (Grand Large Est) - Chair: Julie Digne |
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16:30 - 16:55 |
› Geometric Hints for Learning with Shapes - Mirela Ben Chen |
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16:55 - 17:20 |
› Analysis of 3D Plants - Stefanie Wuhrer |
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17:20 - 17:45 |
› Computational Homogenization for Inverse Design of Surface-based Inflatables - Yingying Ren |
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17:45 - 18:10 |
› Conformal Deformations Through the Lens of Curvature - Etienne Corman |
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18:10 - 18:35 |
› Towards Neural Geometry Processing - Niloy Mitra |
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18:35 - 19:00 |
› Neural implicit shape interpolation - Camille Buonomo |
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16:30 - 19:00
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CS: Optimal transport (Grand Large Ouest) - Chair: Julie Delon |
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16:30 - 16:55 |
› Gromov-Wasserstein at Scale, Beyond Squared Norms - Guillaume Houry |
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16:55 - 17:20 |
› Multiscaling in Wasserstein Spaces - Wael Mattar |
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17:20 - 17:45 |
› Quantum optimal transport and interpolations in quantum chemistry - Etienne Obermeyer |
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17:45 - 18:10 |
› Statistical Estimaton of Monge Transport Maps via Brenier Potentials - Léo Portales |
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18:10 - 18:35 |
› Variational Analysis in the Wasserstein Hierarchy - Christophe Vauthier |
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18:35 - 19:00 |
› Linearized Optimal Transport for Geophysical Flow Forecasting - Mia Busuladzic-Begic |
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16:30 - 19:00
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CS: Image and signal processing (Bouvet) - Chair: Jean-Louis Merrien |
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16:30 - 16:55 |
› Completion of multivariate filterbanks by neural networks - Tomas Sauer |
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16:55 - 17:20 |
› ConveyorAD: A Benchmark Dataset and Minimally Supervised Pipeline for Real-Time Industrial Anomaly Detection - Alexandre Leclerc |
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17:20 - 17:45 |
› Dual Gradient Flow and Dual Power Method for the Computation of Nonlinear Eigenfunctions - Jonathan Laubmann |
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17:45 - 18:10 |
› Relative Layer-Wise Relevance Propagation for Pixel Contribution on Image Classification - Olivier Gibaru |
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18:10 - 18:35 |
› Multi-band Angular Template Matching Algorithm - Fabian Kruse |
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