Zhiyuan Jerry Lin
5 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 👥 Mega-Team · Squad 🔥 Unstoppable · Bronze
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(5)
Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Bayesian & Probabilistic
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization
(1)
Keywords
sequential optimization
(2)
bayesian optimization
(2)
black-box optimization
(1)
bayesian inference
(1)
decision theory
(1)
uncertainty quantification
(1)
preference learning
(1)
time series
(1)
bayesian framework
(1)
expected utility
(1)
bayesian regret
(1)
probabilistic model
(1)
pairwise comparison
(1)
acquisition function
(1)
high dimensional
(1)
surrogate model
(1)
state-of-the-art performance
(1)
latent space
(1)
utility function
(1)
probability path
(1)
Papers
Ax: A Platform for Adaptive Experimentation
AutoML 2025
Joint Composite Latent Space Bayesian Optimization
ICML 2024
qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization
AISTATS 2023
Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes
AISTATS 2022
Probability Paths and the Structure of Predictions over Time
NeurIPS 2021