Maxence Noble
6 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (12) 🗺️ Taxonomy Completionist (12)
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Keyword Pioneer
Conferences
NIPS (2)
AISTATS (1)
COLT (1)
ICLR (1)
ICML (1)
Top co-authors
Research topics
Keywords
federated learning
(1)
differential privacy
(1)
non-convex optimization
(1)
optimal transport
(1)
distributed learning
(1)
constrained optimization
(1)
privacy-preserving learning
(1)
mcmc sampling
(1)
markov chain
(1)
gibbs distribution
(1)
manifold sampling
(1)
hamiltonian monte carlo
(1)
entropic regularization
(1)
sinkhorn algorithm
(1)
constrained sampling
(1)
heterogeneous datum
(1)
schrödinger bridge
(1)
client-server architecture
(1)
wasserstein barycenter
(1)
schrodinger bridge
(1)
Papers
Learned Reference-based Diffusion Sampler for multi-modal distributions
ICLR 2025
Stochastic Localization via Iterative Posterior Sampling
ICML 2024
Unbiased constrained sampling with Self-Concordant Barrier Hamiltonian Monte Carlo
NIPS 2023
Tree-Based Diffusion Schrödinger Bridge with Applications to Wasserstein Barycenters
NIPS 2023
Non-asymptotic convergence bounds for Sinkhorn iterates and their gradients: a coupling approach.
COLT 2023
Differentially Private Federated Learning on Heterogeneous Data
AISTATS 2022