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uncertainty estimate

7 papers

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Co-occurring keywords

uncertainty estimation (648) uncertainty quantification (1393) bayesian inference (1907) decision forest (14) posterior predictive distribution (8) functional uncertainty (1) noise contrastive prior (1) forward dynamics (10) graph neural network (3962) neural network (6616)

Papers

Trigonometric Quadrature Fourier Features for Scalable Gaussian Process Regression AISTATS 2024
URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates NIPS 2023
Scalable Deep Gaussian Markov Random Fields for General Graphs ICML 2022
Action-Conditional Recurrent Kalman Networks For Forward and Inverse Dynamics Learning CORL 2020
Noise Contrastive Priors for Functional Uncertainty UAI 2019
The Functional Neural Process NIPS 2019
Mondrian Forests for Large-Scale Regression when Uncertainty Matters AISTATS 2016