متابعة
Jean-Francois Ton
Jean-Francois Ton
ByteDance Research
بريد إلكتروني تم التحقق منه على bytedance.com - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
2812023
Towards a unified analysis of random Fourier features‏
Z Li, JF Ton, D Oglic, D Sejdinovic‏
International conference on machine learning, 3905-3914, 2019‏
1542019
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
812020
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
672018
Robust pruning at initialization‏
S Hayou, JF Ton, A Doucet, YW Teh‏
ICLR 2021 (International Conference on Learning Representations), 2021‏
66*2021
Towards a unified analysis of random fourier features‏
Z Li, JF Ton, D Oglic, D Sejdinovic‏
Journal of Machine Learning Research 22 (108), 1-51, 2021‏
602021
Meta Learning for Causal Direction‏
JF Ton, D Sejdinovic, K Fukumizu‏
AAAI 2021 (Conference on Artificial Intelligence) 35 (11), 9897-9905, 2020‏
252020
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
212021
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
192022
Invariant Learning via Probability of Sufficient and Necessary Causes‏
M Yang, Z Fang, Y Zhang, Y Du, F Liu, JF Ton, J Wang‏
Neurips 2023 (Conference on Neural Information Processing Systems), 2023‏
162023
Grassmann Stein Variational Gradient Descent‏
X Liu, H Zhu, JF Ton, G Wynne, A Duncan‏
AISTATS 2022 (International Conference on Artificial Intelligence and …, 2022‏
162022
Measuring and reducing llm hallucination without gold-standard answers via expertise-weighting‏
J Wei, Y Yao, JF Ton, H Guo, A Estornell, Y Liu‏
arXiv preprint arXiv:2402.10412, 2024‏
152024
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
142019
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
132021
Overcoming Reward Overoptimization via Adversarial Policy Optimization with Lightweight Uncertainty Estimation‏
X Zhang*, JF Ton*, W Shen, H Wang, Y Liu‏
Neurips 2024 (Conference on Neural Information Processing Systems), 2024‏
122024
Rectifying unfairness in recommendation feedback loop‏
M Yang, J Wang, JF Ton‏
Proceedings of the 46th international ACM SIGIR Conference on Research and …, 2023‏
82023
Rethinking Bradley-Terry Models in Preference-Based Reward Modeling: Foundations, Theory, and Alternatives‏
H Sun, Y Shen, JF Ton‏
ICLR 2025, 2024‏
42024
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits‏
MF Taufiq, A Doucet, R Cornish, JF Ton‏
Neurips 2023 (Conference on Neural Information Processing Systems), 2023‏
42023
Fair Classifiers that Abstain without Harm‏
T Yin, JF Ton, R Guo, Y Yao, M Liu, Y Liu‏
ICLR 2024, 2023‏
42023
Conformal Counterfactual Inference under Hidden Confounding‏
Z Chen, R Guo, JF Ton, Y Liu‏
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024‏
32024
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مقالات 1–20