Huiyan Sang
8 papers · 2021–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
π
Cross-Pollinator
(12)
β
The Questioner
Conferences
NIPS (4)
ICML (3)
JMLR (1)
Top co-authors
Keywords
markov chain monte carlo
(3)
bayesian inference
(3)
nonparametric regression
(2)
model selection
(1)
sparse approximation
(1)
gaussian processes
(1)
variational inference
(1)
point process
(1)
kullback-leibler divergence
(1)
stochastic process
(1)
manifold learning
(1)
multivariate analysis
(1)
hierarchical model
(1)
high-dimensional regression
(1)
stochastic gradient descent
(1)
manifold regression
(1)
structured sparsity
(1)
metropolis-hastings algorithm
(1)
mixing time
(1)
bayesian clustering
(1)
Papers
Variational Sparse Inverse Cholesky Approximation for Latent Gaussian Processes via Double Kullback-Leibler Minimization
ICML 2023
Why the Rich Get Richer? On the Balancedness of Random Partition Models
ICML 2022
BAMDT: Bayesian Additive Semi-Multivariate Decision Trees for Nonparametric Regression
ICML 2022
Rapidly Mixing Multiple-try Metropolis Algorithms for Model Selection Problems
NIPS 2022
A Bayesian Contiguous Partitioning Method for Learning Clustered Latent Variables
JMLR 2021
T-LoHo: A Bayesian Regularization Model for Structured Sparsity and Smoothness on Graphs
NIPS 2021
Row-clustering of a Point Process-valued Matrix
NIPS 2021
BAST: Bayesian Additive Regression Spanning Trees for Complex Constrained Domain
NIPS 2021