Pierre-Cyril Aubin-Frankowski

21 papers A* 4Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Solving LQ stochastic control and defining the controllability Gramian through kernel methods.
CDC
Pierre-Cyril Aubin-Frankowski, Alain Bensoussan
2024 J jnl
Generalization Bounds of Surrogate Policies for Combinatorial Optimization Problems.
CoRR
Pierre-Cyril Aubin-Frankowski, Yohann de Castro, Axel Parmentier, Alessandro Rudi
2024 A* conf
Mirror and Preconditioned Gradient Descent in Wasserstein Space.
NeurIPS
Clément Bonet, Théo Uscidda, Adam David, Pierre-Cyril Aubin-Frankowski, Anna Korba
2024 J jnl
Mirror and Preconditioned Gradient Descent in Wasserstein Space.
CoRR
Clément Bonet, Théo Uscidda, Adam David, Pierre-Cyril Aubin-Frankowski, Anna Korba
2024 J jnl
Reintroducing Time, Money and Constraints: Viability to Bridge the Economic and Monetary Theories.
IGTR
Jean-Pierre Aubin, Pierre-Cyril Aubin-Frankowski, Vladimir Lozève
2024 — conf
Reproducing Kernel Approach to Linear-Quadratic Mean Field Control Problems with Additive Noise.
CDC
Pierre-Cyril Aubin-Frankowski, Alain Bensoussan
2023 J jnl
Approximation of optimization problems with constraints through kernel Sum-Of-Squares.
CoRR
Pierre-Cyril Aubin-Frankowski, Alessandro Rudi
2022 J jnl
Handling Hard Affine SDP Shape Constraints in RKHSs.
J. Mach. Learn. Res.
Pierre-Cyril Aubin-Frankowski, Zoltán Szabó
2022 A* conf
Mirror Descent with Relative Smoothness in Measure Spaces, with application to Sinkhorn and EM.
NeurIPS
Pierre-Cyril Aubin-Frankowski, Anna Korba, Flavien Léger
2022 J jnl
Mirror Descent with Relative Smoothness in Measure Spaces, with application to Sinkhorn and EM.
CoRR
Pierre-Cyril Aubin-Frankowski, Anna Korba, Flavien Léger
2022 — conf
Operator-valued Kernels and Control of Infinite dimensional Dynamic Systems.
CDC
Pierre-Cyril Aubin-Frankowski, Alain Bensoussan
2021 — —
Estimation and control under constraints through Kernel methods. (Estimation et contrôle sous contraintes par méthodes à noyaux).
Pierre-Cyril Aubin-Frankowski
2021 J jnl
Handling Hard Affine SDP Shape Constraints in RKHSs.
CoRR
Pierre-Cyril Aubin-Frankowski, Zoltán Szabó
2021 A* conf
Kernel Stein Discrepancy Descent.
ICML
Anna Korba, Pierre-Cyril Aubin-Frankowski, Szymon Majewski, Pierre Ablin
2021 J jnl
Kernel Stein Discrepancy Descent.
CoRR
Anna Korba, Pierre-Cyril Aubin-Frankowski, Szymon Majewski, Pierre Ablin
2021 J jnl
Linearly Constrained Linear Quadratic Regulator from the Viewpoint of Kernel Methods.
SIAM J. Control. Optim.
Pierre-Cyril Aubin-Frankowski
2020 — conf
Data-driven approximation of differential inclusions and application to detection of transportation modes.
ECC
Pierre-Cyril Aubin-Frankowski, Nicolas Petit
2020 J jnl
Gene regulation inference from single-cell RNA-seq data with linear differential equations and velocity inference.
Bioinform.
Pierre-Cyril Aubin-Frankowski, Jean-Philippe Vert
2020 A* conf
Hard Shape-Constrained Kernel Machines.
NeurIPS
Pierre-Cyril Aubin-Frankowski, Zoltán Szabó
2020 J jnl
Hard Shape-Constrained Kernel Machines.
CoRR
Pierre-Cyril Aubin-Frankowski, Zoltán Szabó
2020 J jnl
Lipschitz regularity of the minimum time function of differential inclusions with state constraints.
Syst. Control. Lett.
Pierre-Cyril Aubin-Frankowski