Seguir
Jonathan Wenger
Título
Citado por
Citado por
Ano
Non-Parametric Calibration for Classification
J Wenger, H Kjellström, R Triebel
International Conference on Artificial Intelligence and Statistics (AISTATS), 2020
1162020
Physics-informed Gaussian Process Regression Generalizes Linear PDE Solvers
M Pförtner, I Steinwart, P Hennig, J Wenger
arXiv preprint arXiv:2212.12474, 2022
332022
Preconditioning for Scalable Gaussian Process Hyperparameter Optimization
J Wenger, G Pleiss, P Hennig, JP Cunningham, JR Gardner
International Conference on Machine Learning (ICML), 2022
33*2022
Posterior and Computational Uncertainty in Gaussian Processes
J Wenger, G Pleiss, M Pförtner, P Hennig, JP Cunningham
Advances in Neural Information Processing Systems (NeurIPS), 2022
222022
ProbNum: Probabilistic Numerics in Python
J Wenger, N Krämer, M Pförtner, J Schmidt, N Bosch, N Effenberger, ...
arXiv preprint arXiv:2112.02100, 2021
192021
Probabilistic Linear Solvers for Machine Learning
J Wenger, P Hennig
Advances in Neural Information Processing Systems (NeurIPS), 2020
172020
Large-Scale Gaussian Processes via Alternating Projection
K Wu, J Wenger, H Jones, G Pleiss, JR Gardner
International Conference on Artificial Intelligence and Statistics (AISTATS), 2024
72024
On the Disconnect Between Theory and Practice of Neural Networks: Limits of the Neural Tangent Kernel Perspective
J Wenger, F Dangel, A Kristiadi
arXiv preprint arXiv:2310.00137, 2023
5*2023
Computation-Aware Kalman Filtering and Smoothing
M Pförtner, J Wenger, J Cockayne, P Hennig
International Conference on Artificial Intelligence and Statistics (AISTATS), 2025
22025
Accelerating Generalized Linear Models By Trading Off Computation For Uncertainty
L Tatzel, J Wenger, F Schneider, P Hennig
arXiv preprint arXiv:2310.20285, 2023
22023
Computation-Aware Gaussian Processes: Model Selection And Linear-Time Inference
J Wenger, K Wu, P Hennig, JR Gardner, G Pleiss, JP Cunningham
Advances in Neural Information Processing Systems (NeurIPS), 2024
2024
Probabilistic Numerical Linear Algebra for Machine Learning
J Wenger
Universität Tübingen, 2023
2023
O sistema não pode executar a operação agora. Tente novamente mais tarde.
Artigos 1–12