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Tom Dhaene

Data-Efficient Interactive Multi-Objective Optimization Using ParEGO

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Jan 12, 2024
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$\{\text{PF}\}^2\text{ES}$: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization Under Unknown Constraints

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Apr 11, 2022
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Sensor Fusion using Backward Shortcut Connections for Sleep Apnea Detection in Multi-Modal Data

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Dec 14, 2019
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Generating an Explainable ECG Beat Space With Variational Auto-Encoders

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Nov 12, 2019
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GPflowOpt: A Bayesian Optimization Library using TensorFlow

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Nov 10, 2017
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Positive blood culture detection in time series data using a BiLSTM network

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Dec 03, 2016
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Hypervolume-based Multi-objective Bayesian Optimization with Student-t Processes

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Dec 01, 2016
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Active Learning for Approximation of Expensive Functions with Normal Distributed Output Uncertainty

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Aug 18, 2016
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Fast Calculation of the Knowledge Gradient for Optimization of Deterministic Engineering Simulations

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Aug 16, 2016
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