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Louis Filstroff

Cost-aware learning of relevant contextual variables within Bayesian optimization

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May 24, 2023
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Multi-Fidelity Bayesian Optimization with Unreliable Information Sources

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Oct 25, 2022
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Bayesian Optimization Augmented with Actively Elicited Expert Knowledge

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Aug 18, 2022
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Approximate Bayesian Computation with Domain Expert in the Loop

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Jan 28, 2022
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Targeted Active Learning for Bayesian Decision-Making

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Jun 08, 2021
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A Comparative Study of Temporal Non-Negative Matrix Factorization with Gamma Markov Chains

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Jun 23, 2020
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A Ranking Model Motivated by Nonnegative Matrix Factorization with Applications to Tennis Tournaments

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Mar 15, 2019
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Bayesian Mean-parameterized Nonnegative Binary Matrix Factorization

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Dec 17, 2018
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Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization

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May 31, 2018
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