Valentin Duruisseaux

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 11

Top Topics

Riemannian Manifolds

Structure Preserving

Euclidean Space

Top Venues

SIAM J. Math. Data Sci.

J. Nonlinear Sci.

Publications

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)
Wu Lin, Valentin Duruisseaux, Melvin Leok, Frank Nielsen, Mohammad Emtiyaz Khan, Mark Schmidt
Simplifying Momentum-based Riemannian Submanifold Optimization. CoRR (2023)
Valentin Duruisseaux, Thai P. Duong, Melvin Leok, Nikolay Atanasov
Lie Group Forced Variational Integrator Networks for Learning and Control of Robot Systems. L4DC (2023)
Valentin Duruisseaux, Melvin Leok
Practical perspectives on symplectic accelerated optimization. Optim. Methods Softw. 38 (6) (2023)
Valentin Duruisseaux, Amit Chakraborty
An Operator Learning Framework for Spatiotemporal Super-resolution of Scientific Simulations. CoRR (2023)
Valentin Duruisseaux, Joshua W. Burby, Qi Tang
Approximation of nearly-periodic symplectic maps via structure-preserving neural networks. CoRR (2022)
Valentin Duruisseaux, Melvin Leok
Accelerated Optimization on Riemannian Manifolds via Discrete Constrained Variational Integrators. J. Nonlinear Sci. 32 (4) (2022)
Valentin Duruisseaux, Thai P. Duong, Melvin Leok, Nikolay Atanasov
Lie Group Forced Variational Integrator Networks for Learning and Control of Robot Systems. CoRR (2022)
Valentin Duruisseaux, Melvin Leok
A Variational Formulation of Accelerated Optimization on Riemannian Manifolds. SIAM J. Math. Data Sci. 4 (2) (2022)
Valentin Duruisseaux, Jeremy Schmitt, Melvin Leok
Adaptive Hamiltonian Variational Integrators and Applications to Symplectic Accelerated Optimization. SIAM J. Sci. Comput. 43 (4) (2021)
Valentin Duruisseaux, Melvin Leok
Accelerated Optimization on Riemannian Manifolds via Discrete Constrained Variational Integrators. CoRR (2021)