Peter I. Frazier
9 papers · 2011–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (14) π Cross-Pollinator (10)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π
Conference Pioneer
Conferences
ICML (4)
JMLR (2)
AUTOML (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
bayesian optimization
(3)
regret bound
(2)
knowledge gradient
(2)
global optimization
(1)
gibbs sampling
(1)
stochastic process
(1)
chinese restaurant process
(1)
hyperparameter tuning
(1)
sequential sampling
(1)
multi-armed bandit
(1)
pairwise comparison
(1)
mixture model
(1)
acquisition function
(1)
non-stationary environment
(1)
non-stationary learning
(1)
multi-fidelity optimization
(1)
dueling bandit
(1)
holder function
(1)
partition model
(1)
content recommendation
(1)
Papers
Multi-Armed Bandits with Interference: Bridging Causal Inference and Adversarial Bandits
ICML 2025
Fast Bayesian Optimization of Function Networks with Partial Evaluations
AUTOML 2025
Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index
NIPS 2024
Bayesian Optimization of Function Networks with Partial Evaluations
ICML 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