Antoine Chatalic
5 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Research topics
Keywords
kernel mean embedding
(2)
maximum mean discrepancy
(2)
nyström method
(2)
reproducing kernel hilbert space
(1)
numerical integration
(1)
random projection
(1)
dynamical system
(1)
mean embedding
(1)
random feature
(1)
molecular dynamics
(1)
leverage score
(1)
leverage score sampling
(1)
quadrature rule
(1)
quadrature method
(1)
koopman operator
(1)
kernel methods
(1)
motion primitive
(1)
variable impedance
(1)
compressive learning
(1)
k-means clustering
(1)
Papers
Efficient Numerical Integration in Reproducing Kernel Hilbert Spaces via Leverage Scores Sampling
JMLR 2025
Estimating Koopman operators with sketching to provably learn large scale dynamical systems
NeurIPS 2023
Heteroscedastic Gaussian Processes and Random Features: Scalable Motion Primitives with Guarantees
CoRL 2023
Mean Nyström Embeddings for Adaptive Compressive Learning
AISTATS 2022
Nyström Kernel Mean Embeddings
ICML 2022