Pierre-Cyril Aubin-Frankowski

Orcid: 0000-0001-7992-8335

According to our database1, Pierre-Cyril Aubin-Frankowski authored at least 14 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Reintroducing Time, Money and Constraints: Viability to Bridge the Economic and Monetary Theories.
IGTR, June, 2024

Generalization Bounds of Surrogate Policies for Combinatorial Optimization Problems.
CoRR, 2024

Mirror and Preconditioned Gradient Descent in Wasserstein Space.
CoRR, 2024

2023
Approximation of optimization problems with constraints through kernel Sum-Of-Squares.
CoRR, 2023

2022
Handling Hard Affine SDP Shape Constraints in RKHSs.
J. Mach. Learn. Res., 2022

Mirror Descent with Relative Smoothness in Measure Spaces, with application to Sinkhorn and EM.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Operator-valued Kernels and Control of Infinite dimensional Dynamic Systems.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021
Estimation and control under constraints through Kernel methods. (Estimation et contrôle sous contraintes par méthodes à noyaux).
PhD thesis, 2021

Linearly Constrained Linear Quadratic Regulator from the Viewpoint of Kernel Methods.
SIAM J. Control. Optim., 2021

Kernel Stein Discrepancy Descent.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Lipschitz regularity of the minimum time function of differential inclusions with state constraints.
Syst. Control. Lett., 2020

Gene regulation inference from single-cell RNA-seq data with linear differential equations and velocity inference.
Bioinform., 2020

Hard Shape-Constrained Kernel Machines.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Data-driven approximation of differential inclusions and application to detection of transportation modes.
Proceedings of the 18th European Control Conference, 2020


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