Hong Ge
8 papers · 2015–2024 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (16) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Academic Marathon
(9)
π
Cross-Pollinator
(9)
π
Trend Setter
Conferences
NIPS (3)
AISTATS (2)
ICML (2)
JMLR (1)
Top co-authors
Keywords
hamiltonian monte carlo
(2)
bayesian inference
(2)
nonparametric bayesian
(1)
probabilistic modeling
(1)
structure learning
(1)
optimal transport
(1)
neural network optimization
(1)
automatic differentiation
(1)
markov chain monte carlo
(1)
gaussian process
(1)
parallel computing
(1)
sequential monte carlo
(1)
gibbs sampling
(1)
sparse approximation
(1)
distributed inference
(1)
mcmc inference
(1)
probabilistic programming
(1)
slice sampling
(1)
state inference
(1)
hidden markov model
(1)
Papers
Practical Hamiltonian Monte Carlo on Riemannian Manifolds via Relativity Theory
ICML 2024
Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees
JMLR 2024
Neural Characteristic Activation Analysis and Geometric Parameterization for ReLU Networks
NIPS 2024
Couplings for Multinomial Hamiltonian Monte Carlo
AISTATS 2021
Bayesian Learning of Sum-Product Networks
NIPS 2019
Turing: A Language for Flexible Probabilistic Inference
AISTATS 2018
Particle Gibbs for Infinite Hidden Markov Models
NIPS 2015
Distributed Inference for Dirichlet Process Mixture Models
ICML 2015