Ben Letham
4 papers · 2020–2024 · 1 conference · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
NIPS (4)
Top co-authors
Keywords
bayesian optimization
(4)
gaussian process
(3)
bayesian inference
(1)
uncertainty quantification
(1)
policy search
(1)
variance reduction
(1)
outlier robustness
(1)
high-dimensional optimization
(1)
acquisition function
(1)
relevance pursuit
(1)
probabilistic regression
(1)
context embedding
(1)
monte carlo
(1)
linear embedding
(1)
contextual policy
(1)
sparse outlier
(1)
log marginal likelihood
(1)
sample efficiency
(1)
aggregate reward
(1)
robust regression
(1)
Papers
Robust Gaussian Processes via Relevance Pursuit
NIPS 2024
Re-Examining Linear Embeddings for High-Dimensional Bayesian Optimization
NIPS 2020
BoTorch: A Framework for Efficient Monte-Carlo Bayesian Optimization
NIPS 2020
High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian Optimization
NIPS 2020