Quoc Phong Nguyen
16 papers · 2015–2025 · 6 conferences · across top CS/AI conferences
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Conferences
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AAAI (2)
ICLR (2)
ICML (2)
UAI (2)
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Top co-authors
Keywords
bayesian optimization
(9)
gaussian process
(5)
acquisition function
(3)
black-box optimization
(2)
upper confidence bound
(2)
inverse reinforcement learning
(2)
regret bound
(2)
thompson sampling
(2)
reward function
(2)
entropy search
(2)
batch optimization
(2)
bayesian model
(1)
machine unlearning
(1)
policy learning
(1)
policy optimization
(1)
sample efficiency
(1)
kl divergence
(1)
preference learning
(1)
risk management
(1)
experimental design
(1)
Papers
BILBO: BILevel Bayesian Optimization
ICML 2025
Meta-VBO: Utilizing Prior Tasks in Optimizing Risk Measures with Gaussian Processes
ICLR 2024
Optimistic Bayesian Optimization with Unknown Constraints
ICLR 2024
Active Set Ordering
NIPS 2024
No-regret Sample-efficient Bayesian Optimization for Finding Nash Equilibria with Unknown Utilities
AISTATS 2023
Batch Bayesian Optimization For Replicable Experimental Design
NIPS 2023
Trade-off between Payoff and Model Rewards in Shapley-Fair Collaborative Machine Learning
NIPS 2022
Trusted-maximizers entropy search for efficient Bayesian optimization
UAI 2021
Optimizing Conditional Value-At-Risk of Black-Box Functions
NIPS 2021
An Information-Theoretic Framework for Unifying Active Learning Problems
AAAI 2021
Top-k Ranking Bayesian Optimization
AAAI 2021
Value-at-Risk Optimization with Gaussian Processes
ICML 2021
Learning to learn with Gaussian processes
UAI 2021
Efficient Exploration of Reward Functions in Inverse Reinforcement Learning via Bayesian Optimization
NIPS 2020
Variational Bayesian Unlearning
NIPS 2020
Inverse Reinforcement Learning with Locally Consistent Reward Functions
NIPS 2015