Yi-An Ma
7 papers · 2015–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (9)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🧬
Topic Evolution
🚀
Conference Pioneer
📈
Trend Setter
❓
The Questioner
Conferences
JMLR (2)
NIPS (2)
COLT (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
markov chain monte carlo
(5)
mixing time
(2)
stochastic gradient
(2)
bayesian inference
(2)
log-concave sampling
(2)
stochastic process
(1)
parameter learning
(1)
hamiltonian monte carlo
(1)
score estimation
(1)
hidden markov model
(1)
convergence rate
(1)
convolutional network
(1)
mixture of expert
(1)
langevin monte carlo
(1)
log-concave distribution
(1)
convex body
(1)
barrier function
(1)
dikin walk
(1)
langevin algorithm
(1)
sampling algorithm
(1)
Papers
Log-concave Sampling from a Convex Body with a Barrier: a Robust and Unified Dikin Walk
NIPS 2024
Faster Sampling without Isoperimetry via Diffusion-based Monte Carlo
COLT 2024
When is the Convergence Time of Langevin Algorithms Dimension Independent? A Composite Optimization Viewpoint
JMLR 2022
High-Order Langevin Diffusion Yields an Accelerated MCMC Algorithm
JMLR 2021
Deep Mixture of Experts via Shallow Embedding
UAI 2019
Stochastic Gradient MCMC Methods for Hidden Markov Models
ICML 2017
A Complete Recipe for Stochastic Gradient MCMC
NIPS 2015