Seguir
Jean-Francois Ton
Jean-Francois Ton
ByteDance Research
Dirección de correo verificada de bytedance.com - Página principal
Título
Citado por
Citado por
Año
Towards a unified analysis of random Fourier features
Z Li, JF Ton, D Oglic, D Sejdinovic
ICML 2019 (International Conference on Machine Learning 36 (PMLR 97), 3905-3914, 2018
1222018
Metafun: Meta-learning with iterative functional updates
J Xu, JF Ton, H Kim, A Kosiorek, YW Teh
ICML 2020 (International Conference on Machine Learning), 10617-10627, 2020
612020
Spatial mapping with Gaussian processes and nonstationary Fourier features
JF Ton, S Flaxman, D Sejdinovic, S Bhatt
Journal of Spatial Statistics 28, 59-78, 2018
542018
Robust pruning at initialization
S Hayou, JF Ton, A Doucet, YW Teh
ICLR 2021 (International Conference on Learning Representations), 2021
48*2021
Towards a Unified Analysis of Random Fourier Features
Z Li, JF Ton, D Oglic, D Sejdinovic
JMLR 2021 (Journal of Machine Learning Research) 22 (108), 1-51, 2021
372021
Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment
Y Liu, Y Yao, JF Ton, X Zhang, H Cheng, R Guo, Y Klochkov, MF Taufiq, ...
arXiv preprint arXiv:2308.05374, 2023
172023
BayesIMP: Uncertainty Quantification in Causal Data Fusion
SL Chau*, JF Ton*, J Gonzalez, YW Teh, D Sejdinovic, ...
Neurips 2021 (Conference on Neural Information Processing Systems), 2021
132021
Automated Model Selection with Bayesian Quadrature
H Chai, JF Ton, R Garnett, MA Osborne
ICML 2019 (International Conference on Machine Learning) 36 (PMLR 97), 931-940, 2019
132019
Noise Contrastive Meta-Learning for Conditional Density Estimation using Kernel Mean Embeddings
JF Ton, L Chan, YW Teh, D Sejdinovic
AISTATS 2021 (International Conference on Artificial Intelligence and …, 2021
122021
Meta Learning for Causal Direction
JF Ton, D Sejdinovic, K Fukumizu
AAAI 2021 (Conference on Artificial Intelligence) 35 (11), 9897-9905, 2020
122020
Conformal Off-Policy Prediction in Contextual Bandits
MF Taufiq*, JF Ton*, R Cornish, YW Teh, A Doucet
Neurips 2022 (Conference on Neural Information Processing Systems), 2022
102022
Grassmann Stein Variational Gradient Descent
X Liu, H Zhu, JF Ton, G Wynne, A Duncan
AISTATS 2022 (International Conference on Artificial Intelligence and …, 2022
102022
Rectifying unfairness in recommendation feedback loop
M Yang, J Wang, JF Ton
Proceedings of the 46th international ACM SIGIR Conference on Research and …, 2023
22023
Regularized Training of Nearest Neighbor Language Models
JF Ton, W Talbott, S Zhai, J Susskind
NAACL SRW 2022, 2021
12021
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits
MF Taufiq, A Doucet, R Cornish, JF Ton
Thirty-seventh Conference on Neural Information Processing Systems, 2023
2023
Fair Classifiers that Abstain without Harm
T Yin, JF Ton, R Guo, Y Yao, M Liu, Y Liu
arXiv preprint arXiv:2310.06205, 2023
2023
Deep Concept Removal
Y Klochkov, JF Ton, R Guo, Y Liu, H Li
arXiv preprint arXiv:2310.05755, 2023
2023
Invariant Learning via Probability of Sufficient and Necessary Causes
M Yang, Z Fang, Y Zhang, Y Du, F Liu, JF Ton, J Wang
arXiv preprint arXiv:2309.12559, 2023
2023
Fair Learning to Rank with Distribution-free Risk Control
R Guo, JF Ton, Y Liu
arXiv preprint arXiv:2306.07188, 2023
2023
Causal reasoning and meta learning using kernel mean embeddings
JF Ton
University of Oxford, 2022
2022
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20