Michael Pearce
3 papers · 2019–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Applications · Data Science & Analytics
(1)
Applications · Reinforcement Learning
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Models
(1)
Optimization
(1)
Statistics
(1)
Keywords
sample efficiency
(1)
black-box optimization
(1)
statistical modeling
(1)
uncertainty quantification
(1)
gaussian process
(1)
global optimization
(1)
sparse approximation
(1)
maximum likelihood estimation
(1)
high-dimensional optimization
(1)
bayesian optimization
(1)
scalable inference
(1)
amortized inference
(1)
ranking model
(1)
variational autoencoder
(1)
consensus ranking
(1)
local model
(1)