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Andrei Paleyes

Self-sustaining Software Systems (S4): Towards Improved Interpretability and Adaptation

Jan 21, 2024
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Automated discovery of trade-off between utility, privacy and fairness in machine learning models

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Nov 27, 2023
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Causal fault localisation in dataflow systems

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Apr 24, 2023
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Dataflow graphs as complete causal graphs

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Mar 16, 2023
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Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow

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Feb 16, 2023
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Real-world Machine Learning Systems: A survey from a Data-Oriented Architecture Perspective

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Feb 09, 2023
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Desiderata for next generation of ML model serving

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Oct 26, 2022
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A penalisation method for batch multi-objective Bayesian optimisation with application in heat exchanger design

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Jun 27, 2022
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An Empirical Evaluation of Flow Based Programming in the Machine Learning Deployment Context

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Apr 27, 2022
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Emulation of physical processes with Emukit

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Oct 25, 2021
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