Jeremy Heng
4 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (5)
🐝
Cross-Pollinator
(14)
🌈
Renaissance Researcher
(5)
🗺️
Taxonomy Completionist
(12)
🏆
Keyword Champion
(2)
Conferences
AISTATS (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
particle filter
(3)
diffusion process
(2)
bayesian nonparametrics
(1)
optimal transport
(1)
expectation maximization
(1)
markov chain monte carlo
(1)
maximum likelihood
(1)
time series
(1)
mcmc sampling
(1)
state space model
(1)
diffusion model
(1)
unbiased estimation
(1)
schrödinger bridge
(1)
score-based generation
(1)
neural network approximation
(1)
multilevel randomization
(1)
doob h-transform
(1)
backward kolmogorov equation
(1)
feynman-kac formula
(1)
stochastic gradient
(1)
Papers
On Unbiased Estimation for Partially Observed Diffusions
JMLR 2024
Computational Doob h-transforms for Online Filtering of Discretely Observed Diffusions
ICML 2023
Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling
NIPS 2021
Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric and Particle-Based Approach
AISTATS 2019