Concepedia

Antoine Grosnit

AG

7

Publications

206

Citations

7

H-Index

2020

Active since

Affiliations

Huawei Technologies (China)(Current)

University College London

Technical University of Darmstadt

University of Cambridge

Huawei Technologies (United Kingdom)

Antoine Grosnit is an author at Huawei Technologies (China) specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData ScienceComputer ScienceArtificial IntelligenceBayesian InferenceStatistical InferenceUncertainty QuantificationStatisticsDeep Learning

Publications per year

2020–2023

7

Publications

7

HEBO: An Empirical Study of Assumptions in Bayesian Optimisation

Alexander I. Cowen-Rivers, Wenlong Lyu, Rasul Tutunov et al. · Journal of Artificial Intelligence Research · 2022 · 70 citations · Full text

Artificial Intelligence, Bayesian Statistic, Engineering +17

Toward real-world automated antibody design with combinatorial Bayesian optimization

Asif Khan, Alexander I. Cowen-Rivers, Antoine Grosnit et al. · Cell Reports Methods · 2023 · 41 citations · Full text

BOiLS: Bayesian Optimisation for Logic Synthesis

Antoine Grosnit, Cédric Malherbe, Rasul Tutunov et al. · 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) · 2022 · 31 citations

Artificial Intelligence, Engineering, Machine Learning +16

An Empirical Study of Assumptions in Bayesian Optimisation

Alexander I. Cowen-Rivers, Wenlong Lyu, Rasul Tutunov et al. · arXiv (Cornell University) · 2020 · 21 citations · Full text

Artificial Intelligence, Bayesian Statistic, Engineering +18

HEBO Pushing The Limits of Sample-Efficient Hyperparameter Optimisation

Alexander I. Cowen-Rivers, Wenlong Lyu, Rasul Tutunov et al. · arXiv (Cornell University) · 2020 · 19 citations · Full text

Mathematical Programming, Artificial Intelligence, Model Optimization +14

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