Shali Jiang
7 papers · 2014–2020 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(6)
Learning Types
(4)
Bayesian & Probabilistic · Machine Learning
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Core Methods
(2)
Deep Learning
(1)
Application Areas
(1)
Architectures
(1)
Learning Paradigms
(1)
Mathematics
(1)
Models
(1)
Optimization
(1)
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
BINOCULARS for efficient, nonmyopic sequential experimental design
ICML 2020
Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees
NeurIPS 2020
Cost Effective Active Search
NeurIPS 2019
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs
NeurIPS 2019
Efficient nonmyopic batch active search
NeurIPS 2018
Efficient Nonmyopic Active Search
ICML 2017
Efficient Approximation of Cross-Validation for Kernel Methods using Bouligand Influence Function
ICML 2014