Jian Tan
5 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Research topics
Machine Learning
(4)
Optimization & Theory
(4)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Generation
(1)
Methods
(1)
Models
(1)
Optimization
(1)
Keywords
bayesian optimization
(2)
contrastive learning
(1)
robust statistics
(1)
kernel approximation
(1)
outlier detection
(1)
gaussian process
(1)
time series
(1)
subspace selection
(1)
online optimization
(1)
sparse regularization
(1)
bayesian approach
(1)
high-dimensional optimization
(1)
regret bound
(1)
optimization algorithm
(1)
bandit optimization
(1)
competitive ratio
(1)
attention weight
(1)
trend filtering
(1)
switching cost
(1)
kernel methods
(1)
Papers
PinNet: Pinpoint Instructive Information for Retrieval Augmented Code-to-Text Generation
ICML 2024
A Bayesian approach for bandit online optimization with switching cost
UAI 2023
Two-stage Kernel Bayesian Optimization in High Dimensions
UAI 2023
Local Differential Privacy for Bayesian Optimization
AAAI 2021
RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering
IJCAI 2019