Concepedia

Jean-François Ton

JT

7

Publications

196

Citations

7

H-Index

2018

Active since

Affiliations

University of Oxford(Current)

Google DeepMind (United Kingdom)

Jean-François Ton is an author at University of Oxford specializing in computer science, engineering, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningArtificial IntelligenceMeta-learningRobot LearningFew-shot LearningSemi-supervised Learning

Publications per year

2018–2023

7

Publications

7

Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment

Yang Liu, Yuanshun Yao, Jean-François Ton et al. · arXiv (Cornell University) · 2023 · 65 citations · Full text

Llm Fine-tuning, Trustworthy Llms, Engineering +23

Spatial mapping with Gaussian processes and nonstationary Fourier features

Jean-François Ton, Seth Flaxman, Dino Sejdinović et al. · Spatial Statistics · 2018 · 54 citations · Full text

MetaFun: Meta-Learning with Iterative Functional Updates

Jin Xu, Jean-François Ton, Hyunjik Kim et al. · Oxford University Research Archive (ORA) (University of Oxford) · 2020 · 24 citations · Full text

Artificial Intelligence, Few-shot Learning, Incremental Learning +16

Towards a Unified Analysis of Random Fourier Features

Li Zhu, Jean-François Ton, Dino Oglić et al. · Journal of Machine Learning Research · 2021 · 22 citations

Engineering, Machine Learning, Random Fourier Features +17

Meta Learning for Causal Direction

Jean-François Ton, Dino Sejdinović, Kenji Fukumizu · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 11 citations · Full text

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