Petrus Mikkola
5 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
black-box optimization
(3)
bayesian optimization
(3)
non-convex optimization
(1)
bayesian inference
(1)
function approximation
(1)
optimal transport
(1)
gaussian process
(1)
probability distribution
(1)
maximum a posteriori
(1)
posterior estimation
(1)
probability elicitation
(1)
preference elicitation
(1)
high-dimensional optimization
(1)
probability measure
(1)
black-box function
(1)
normalizing flow
(1)
wasserstein space
(1)
forward-backward euler
(1)
preferential question
(1)
function-space posterior
(1)
Papers
Maximally Robust Satisficing Bayesian Optimization
UAI 2026
Non-geodesically-convex optimization in the Wasserstein space
NeurIPS 2024
Preferential Normalizing Flows
NeurIPS 2024
Multi-Fidelity Bayesian Optimization with Unreliable Information Sources
AISTATS 2023
Projective Preferential Bayesian Optimization
ICML 2020