Jonathan Wenger
7 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (3) ๐ Academic Marathon (5) ๐ Cross-Pollinator (14)
๐บ๏ธ
Taxonomy Completionist
(18)
๐ฃ
Hot Topic Early Bird
Conferences
AISTATS (3)
NIPS (3)
ICML (1)
Top co-authors
Keywords
gaussian process
(5)
uncertainty quantification
(3)
hyperparameter optimization
(2)
variational inference
(2)
bayesian inference
(2)
conjugate gradient
(2)
kernel matrix
(2)
probability calibration
(1)
linear convergence
(1)
uncertainty estimation
(1)
linear system
(1)
conjugate gradient method
(1)
linear-time inference
(1)
matrix-vector product
(1)
alternating projection
(1)
iterative method
(1)
confidence estimation
(1)
predictive uncertainty
(1)
stochastic trace estimation
(1)
probabilistic linear solver
(1)
Papers
Computation-Aware Kalman Filtering and Smoothing
AISTATS 2025
Computation-Aware Gaussian Processes: Model Selection And Linear-Time Inference
NIPS 2024
Large-Scale Gaussian Processes via Alternating Projection
AISTATS 2024
Preconditioning for Scalable Gaussian Process Hyperparameter Optimization
ICML 2022
Posterior and Computational Uncertainty in Gaussian Processes
NIPS 2022
Non-Parametric Calibration for Classification
AISTATS 2020
Probabilistic Linear Solvers for Machine Learning
NIPS 2020