Peter I. Frazier
9 papers · 2011–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π
Keyword Champion
(3)
π
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
bayesian optimization
(5)
knowledge gradient
(3)
acquisition function
(3)
function network
(2)
cost-aware
(2)
multi-armed bandit
(2)
regret bound
(2)
partial evaluation
(2)
hyperparameter tuning
(1)
sequential sampling
(1)
regret
(1)
pairwise comparison
(1)
mixture model
(1)
non-stationary environment
(1)
bayesian nonparametrics
(1)
multi-fidelity optimization
(1)
dueling bandit
(1)
holder function
(1)
partition model
(1)
content recommendation
(1)
Papers
Fast Bayesian Optimization of Function Networks with Partial Evaluations
AutoML 2025
Multi-Armed Bandits with Interference: Bridging Causal Inference and Adversarial Bandits
ICML 2025
Bayesian Optimization of Function Networks with Partial Evaluations
ICML 2024
Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index
NeurIPS 2024
Smooth Non-stationary Bandits
ICML 2023
Practical Multi-fidelity Bayesian Optimization for Hyperparameter Tuning
UAI 2019
Dueling Bandits with Weak Regret
ICML 2017
Distance Dependent Chinese Restaurant Processes
JMLR 2011
Hierarchical Knowledge Gradient for Sequential Sampling
JMLR 2011