Pierre-Cyril Aubin-Frankowski
5 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(13)
🗺️
Taxonomy Completionist
(12)
🧭
Keyword Pioneer
Conferences
NIPS (3)
ICML (1)
JMLR (1)
Top co-authors
Keywords
mirror descent
(2)
convex optimization
(2)
shape constraint
(2)
second-order cone programming
(2)
expectation maximization
(1)
continuous optimization
(1)
reproducing kernel hilbert space
(1)
quantile regression
(1)
gradient descent
(1)
semi-definite programming
(1)
wasserstein space
(1)
sampling method
(1)
preconditioned gradient descent
(1)
entropic optimal transport
(1)
monotonicity constraint
(1)
stein variational gradient descent
(1)
score-based method
(1)
kernel machine
(1)
particle method
(1)
wasserstein gradient flow
(1)
Papers
Mirror and Preconditioned Gradient Descent in Wasserstein Space
NIPS 2024
Mirror Descent with Relative Smoothness in Measure Spaces, with application to Sinkhorn and EM
NIPS 2022
Handling Hard Affine SDP Shape Constraints in RKHSs
JMLR 2022
Kernel Stein Discrepancy Descent
ICML 2021
Hard Shape-Constrained Kernel Machines
NIPS 2020