Peter Frazier
17 papers · 2007–2023 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (16)
🐣
Hot Topic Early Bird
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(4)
🔬
Deep Specialist
(13)
🌱
Topic Pioneer
🏆
Keyword Champion
(4)
🗃️
Keyword Collector
(69)
📈
Trend Setter
💎
Century Club
(17)
🔥
Unstoppable
(9)
🚀
Conference Pioneer
Conferences
NIPS (9)
AISTATS (4)
ICML (3)
COLT (1)
Top co-authors
Keywords
bayesian optimization
(12)
acquisition function
(7)
gaussian process
(5)
expected improvement
(4)
bayesian inference
(3)
preference learning
(2)
knowledge gradient
(2)
sequential optimization
(2)
target localization
(2)
markov decision process
(2)
decision theory
(2)
utility function
(2)
exploration-exploitation tradeoff
(1)
decision making
(1)
posterior distribution
(1)
regret minimization
(1)
stochastic gradient
(1)
bayesian decision theory
(1)
entropy minimization
(1)
sequential decision
(1)
Papers
qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization
AISTATS 2023
Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes
AISTATS 2022
Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation Costs
NIPS 2021
Constrained Two-step Look-Ahead Bayesian Optimization
NIPS 2021
Bayesian Optimization of Function Networks
NIPS 2021
Multi-attribute Bayesian optimization with interactive preference learning
AISTATS 2020
Bayesian Optimization of Risk Measures
NIPS 2020
Bayesian Optimization of Composite Functions
ICML 2019
Practical Two-Step Lookahead Bayesian Optimization
NIPS 2019
Incentivizing Exploration by Heterogeneous Users
COLT 2018
Multi-Information Source Optimization
NIPS 2017
Bayesian Optimization with Gradients
NIPS 2017
Bayes-Optimal Effort Allocation in Crowdsourcing: Bounds and Index Policies
AISTATS 2016
The Parallel Knowledge Gradient Method for Batch Bayesian Optimization
NIPS 2016
Bayesian Multiple Target Localization
ICML 2015
An Optimal Policy for Target Localization with Application to Electron Microscopy
ICML 2013
Sequential Hypothesis Testing under Stochastic Deadlines
NIPS 2007