Pierre-Cyril Aubin-Frankowski

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Shape Constraints

Optimization Problems

Kernel Machines

Top Venues

Publications

Pierre-Cyril Aubin-Frankowski, Yohann De Castro, Axel Parmentier, Alessandro Rudi
Generalization Bounds of Surrogate Policies for Combinatorial Optimization Problems. CoRR (2024)
Clément Bonet, Théo Uscidda, Adam David, Pierre-Cyril Aubin-Frankowski, Anna Korba
Mirror and Preconditioned Gradient Descent in Wasserstein Space. CoRR (2024)
Pierre-Cyril Aubin-Frankowski, Alessandro Rudi
Approximation of optimization problems with constraints through kernel Sum-Of-Squares. CoRR (2023)
Pierre-Cyril Aubin-Frankowski, Anna Korba, Flavien Léger
Mirror Descent with Relative Smoothness in Measure Spaces, with application to Sinkhorn and EM. NeurIPS (2022)
Pierre-Cyril Aubin-Frankowski, Anna Korba, Flavien Léger
Mirror Descent with Relative Smoothness in Measure Spaces, with application to Sinkhorn and EM. CoRR (2022)
Pierre-Cyril Aubin-Frankowski, Zoltán Szabó
Handling Hard Affine SDP Shape Constraints in RKHSs. J. Mach. Learn. Res. 23 (2022)
Pierre-Cyril Aubin-Frankowski, Alain Bensoussan
Operator-valued Kernels and Control of Infinite dimensional Dynamic Systems. CDC (2022)
Anna Korba, Pierre-Cyril Aubin-Frankowski, Szymon Majewski, Pierre Ablin
Kernel Stein Discrepancy Descent. CoRR (2021)
Anna Korba, Pierre-Cyril Aubin-Frankowski, Szymon Majewski, Pierre Ablin
Kernel Stein Discrepancy Descent. ICML (2021)
Pierre-Cyril Aubin-Frankowski
Linearly Constrained Linear Quadratic Regulator from the Viewpoint of Kernel Methods. SIAM J. Control. Optim. 59 (4) (2021)
Pierre-Cyril Aubin-Frankowski, Zoltán Szabó
Handling Hard Affine SDP Shape Constraints in RKHSs. CoRR (2021)
Pierre-Cyril Aubin-Frankowski, Zoltán Szabó
Hard Shape-Constrained Kernel Machines. CoRR (2020)
Pierre-Cyril Aubin-Frankowski, Jean-Philippe Vert
Gene regulation inference from single-cell RNA-seq data with linear differential equations and velocity inference. Bioinform. 36 (18) (2020)
Pierre-Cyril Aubin-Frankowski, Nicolas Petit
Data-driven approximation of differential inclusions and application to detection of transportation modes. ECC (2020)
Pierre-Cyril Aubin-Frankowski, Zoltán Szabó
Hard Shape-Constrained Kernel Machines. NeurIPS (2020)
Pierre-Cyril Aubin-Frankowski
Lipschitz regularity of the minimum time function of differential inclusions with state constraints. Syst. Control. Lett. 139 (2020)