Clément Bonet
7 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 👑 Triple Crown
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Keywords
optimal transport
(4)
sliced wasserstein
(3)
sliced wasserstein distance
(3)
wasserstein distance
(2)
gradient descent
(2)
gradient flow
(2)
wasserstein gradient flow
(2)
spherical radon transform
(1)
maximum mean discrepancy
(1)
mirror descent
(1)
riemannian geometry
(1)
probability measure
(1)
mixture distribution
(1)
riemannian manifold
(1)
conditional distribution
(1)
deep equilibrium model
(1)
implicit neural network
(1)
hyperspherical autoencoder
(1)
wasserstein space
(1)
preconditioned gradient descent
(1)
Papers
DDEQs: Distributional Deep Equilibrium Models through Wasserstein Gradient Flows
AISTATS 2025
Flowing Datasets with Wasserstein over Wasserstein Gradient Flows
ICML 2025
Sliced-Wasserstein Distances and Flows on Cartan-Hadamard Manifolds
JMLR 2025
Mirror and Preconditioned Gradient Descent in Wasserstein Space
NeurIPS 2024
Fast Optimal Transport through Sliced Generalized Wasserstein Geodesics
NeurIPS 2023
Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals
ICML 2023
Spherical Sliced-Wasserstein
ICLR 2023