Louis Filstroff
4 papers · 2018–2024 · 3 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
(12)
Venues
Top co-authors
Research topics
Keywords
black-box function
(2)
bayesian inference
(2)
black-box optimization
(1)
matrix factorization
(1)
function approximation
(1)
likelihood-free inference
(1)
expectation maximization
(1)
marginal likelihood
(1)
gaussian process
(1)
probabilistic matrix factorization
(1)
sensitivity analysis
(1)
gamma-poisson model
(1)
posterior estimation
(1)
early stopping
(1)
bayesian optimization
(1)
approximate bayesian computation
(1)
surrogate model
(1)
multi-fidelity optimization
(1)
monte carlo expectation maximization
(1)
topic dictionary
(1)
Papers
Learning relevant contextual variables within Bayesian optimization
UAI 2024
Multi-Fidelity Bayesian Optimization with Unreliable Information Sources
AISTATS 2023
Approximate Bayesian Computation with Domain Expert in the Loop
ICML 2022
Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization
ICML 2018