Pierre-Cyril Aubin-Frankowski
5 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
mirror descent
(2)
convex optimization
(2)
shape constraint
(2)
second-order cone programming
(2)
kl divergence
(1)
expectation maximization
(1)
continuous optimization
(1)
reproducing kernel hilbert space
(1)
quantile regression
(1)
gradient descent
(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
NeurIPS 2024
Handling Hard Affine SDP Shape Constraints in RKHSs
JMLR 2022
Mirror Descent with Relative Smoothness in Measure Spaces, with application to Sinkhorn and EM
NeurIPS 2022
Kernel Stein Discrepancy Descent
ICML 2021
Hard Shape-Constrained Kernel Machines
NeurIPS 2020