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Valentin Duruisseaux
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2020 – today
- 2024
- [i6]Alistair White, Anna Büttner, Maximilian Gelbrecht, Valentin Duruisseaux, Niki Kilbertus, Frank Hellmann, Niklas Boers:
Projected Neural Differential Equations for Learning Constrained Dynamics. CoRR abs/2410.23667 (2024) - 2023
- [j4]Valentin Duruisseaux
, Melvin Leok
Practical perspectives on symplectic accelerated optimization. Optim. Methods Softw. 38(6): 1230-1268 (2023) - [c2]Wu Lin, Valentin Duruisseaux, Melvin Leok, Frank Nielsen, Mohammad Emtiyaz Khan, Mark Schmidt:
Simplifying Momentum-based Positive-definite Submanifold Optimization with Applications to Deep Learning. ICML 2023: 21026-21050 - [c1]Valentin Duruisseaux, Thai Duong, Melvin Leok, Nikolay Atanasov:
Lie Group Forced Variational Integrator Networks for Learning and Control of Robot Systems. L4DC 2023: 731-744 - [i5]Wu Lin, Valentin Duruisseaux, Melvin Leok, Frank Nielsen, Mohammad Emtiyaz Khan, Mark Schmidt:
Simplifying Momentum-based Riemannian Submanifold Optimization. CoRR abs/2302.09738 (2023) - [i4]Valentin Duruisseaux, Amit Chakraborty:
An Operator Learning Framework for Spatiotemporal Super-resolution of Scientific Simulations. CoRR abs/2311.02328 (2023) - 2022
- [j3]Valentin Duruisseaux
Accelerated Optimization on Riemannian Manifolds via Discrete Constrained Variational Integrators. J. Nonlinear Sci. 32(4): 42 (2022) - [j2]Valentin Duruisseaux
A Variational Formulation of Accelerated Optimization on Riemannian Manifolds. SIAM J. Math. Data Sci. 4(2): 649-674 (2022) - [i3]Valentin Duruisseaux, Joshua W. Burby, Qi Tang:
Approximation of nearly-periodic symplectic maps via structure-preserving neural networks. CoRR abs/2210.05087 (2022) - [i2]Valentin Duruisseaux, Thai Duong, Melvin Leok, Nikolay Atanasov:
Lie Group Forced Variational Integrator Networks for Learning and Control of Robot Systems. CoRR abs/2211.16006 (2022) - 2021
- [j1]Valentin Duruisseaux
Adaptive Hamiltonian Variational Integrators and Applications to Symplectic Accelerated Optimization. SIAM J. Sci. Comput. 43(4): A2949-A2980 (2021) - [i1]Valentin Duruisseaux, Melvin Leok:
Accelerated Optimization on Riemannian Manifolds via Discrete Constrained Variational Integrators. CoRR abs/2104.07176 (2021)
Coauthor Index
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