Shali Jiang
7 papers · 2014–2020 · 2 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (2) π Academic Marathon (6)
π
Cross-Pollinator
(13)
π
Interdisciplinary Bridge
π
Trend Setter
Conferences
NIPS (4)
ICML (3)
Top co-authors
Keywords
bayesian optimization
(4)
active learning
(4)
active search
(3)
bayesian optimal policy
(2)
nonmyopic policy
(2)
exploration exploitation
(1)
gaussian process
(1)
sequential decision making
(1)
hyperparameter tuning
(1)
directed acyclic graph
(1)
bayesian quadrature
(1)
batch active learning
(1)
computational efficiency
(1)
bayesian network
(1)
latent space
(1)
labeling budget
(1)
variational autoencoder
(1)
influence function
(1)
multi-armed bandit
(1)
expected improvement
(1)
Papers
Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees
NIPS 2020
BINOCULARS for efficient, nonmyopic sequential experimental design
ICML 2020
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs
NIPS 2019
Cost Effective Active Search
NIPS 2019
Efficient nonmyopic batch active search
NIPS 2018
Efficient Nonmyopic Active Search
ICML 2017
Efficient Approximation of Cross-Validation for Kernel Methods using Bouligand Influence Function
ICML 2014