Louis Sharrock
6 papers · 2023–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(3)
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Cross-Pollinator
(11)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
ICML (3)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
stein variational gradient descent
(3)
coin betting
(2)
bayesian inference
(1)
probabilistic inference
(1)
flow matching
(1)
adaptive sampling
(1)
markov chain monte carlo
(1)
probability measure
(1)
constrained sampling
(1)
generative model
(1)
learning rate
(1)
latent variable model
(1)
free energy functional
(1)
particle method
(1)
continuous normalizing flow
(1)
particle-based variational inference
(1)
stochastic optimization
(1)
scalable method
(1)
langevin dynamics
(1)
Papers
Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows
NIPS 2024
Tuning-Free Maximum Likelihood Training of Latent Variable Models via Coin Betting
AISTATS 2024
Learning-Rate-Free Stochastic Optimization over Riemannian Manifolds
ICML 2024
Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models
ICML 2024
Learning Rate Free Sampling in Constrained Domains
NIPS 2023
Coin Sampling: Gradient-Based Bayesian Inference without Learning Rates
ICML 2023