Richalynn Leong
4 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
bayesian optimization
(4)
thompson sampling
(2)
worst-case sensitivity
(2)
distributionally robust optimization
(2)
upper confidence bound
(1)
regret bound
(1)
no-regret algorithm
(1)
heteroscedastic noise
(1)
conditional value at risk
(1)
convex distribution distance
(1)
risk-sensitive value
(1)
risk-averse optimization
(1)
variable subset selection
(1)
convex optimization
(1)
contextual uncertainty
(1)
gaussian process
(1)
experimental design
(1)
batch optimization
(1)
Papers
A Unified Framework for Bayesian Optimization under Contextual Uncertainty
ICLR 2024
Batch Bayesian Optimization For Replicable Experimental Design
NeurIPS 2023
Bayesian Optimization with Cost-varying Variable Subsets
NeurIPS 2023
Efficient Distributionally Robust Bayesian Optimization with Worst-case Sensitivity
ICML 2022