Concepedia

Andrei Paleyes

AP

6

Publications

140

Citations

6

H-Index

2020

Active since

Affiliations

University of Cambridge(Current)

Microsoft Research (United Kingdom)

University of Tübingen

Andrei Paleyes is an author at University of Cambridge specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningKnowledge DiscoveryBayesian OptimizationArtificial IntelligenceManagementSimulationStatistics

Publications per year

2020–2023

6

Publications

6

Emulation of physical processes with Emukit

Andrei Paleyes, Mark Pullin, Maren Mahsereci et al. · arXiv (Cornell University) · 2021 · 56 citations · Full text

Artificial Intelligence, Emulation Technique, Engineering +23

Good practices for Bayesian optimization of high dimensional structured spaces

Eero Siivola, Andrei Paleyes, Javier González et al. · Applied AI Letters · 2021 · 25 citations · Full text

Mathematical Programming, Engineering, Machine Learning +21

Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow

Victor Picheny, Joel Berkeley, Henry B. Moss et al. · arXiv (Cornell University) · 2023 · 20 citations · Full text

Artificial Intelligence, Geometric Learning, Engineering +20

Automatic Discovery of Privacy–Utility Pareto Fronts

Brendan Avent, Javier González, Tom Diethe et al. · SHILAP Revista de lepidopterología · 2020 · 16 citations · Full text

Emukit: A Python toolkit for decision making under uncertainty

Andrei Paleyes, Maren Mahsereci, Neil D. Lawrence · Proceedings of the Python in Science Conferences · 2023 · 13 citations · Full text

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