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Jonathan Wenger
Jonathan Wenger
Postdoc, Columbia University
Bestätigte E-Mail-Adresse bei columbia.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Non-Parametric Calibration for Classification
J Wenger, H Kjellström, R Triebel
International Conference on Artificial Intelligence and Statistics (AISTATS), 2020
1062020
Preconditioning for Scalable Gaussian Process Hyperparameter Optimization
J Wenger, G Pleiss, P Hennig, JP Cunningham, JR Gardner
International Conference on Machine Learning (ICML), 2022
32*2022
Physics-informed Gaussian Process Regression Generalizes Linear PDE Solvers
M Pförtner, I Steinwart, P Hennig, J Wenger
arXiv preprint arXiv:2212.12474, 2022
272022
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
202022
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
192020
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
62024
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
arXiv preprint arXiv:2405.08971, 2024
22024
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
JP Cunningham, G Pleiss, JR Gardner, P Hennig, K Wu, J Wenger
arXiv, 2024
2024
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
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