conftrace_

covariance modeling

6 papers

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Co-occurring keywords

probabilistic modeling (852) gaussian process (1200) uncertainty quantification (1393) autoregressive model (456) probabilistic forecasting (45) error correlation (2) relational datum (44) posterior contraction (18) risk-aware optimization (5) depth prediction (75)

Papers

Multivariate Probabilistic Time Series Forecasting with Correlated Errors NIPS 2024
Single Image Depth Prediction Made Better: A Multivariate Gaussian Take CVPR 2023
Learning Temporal Evolution of Spatial Dependence with Generalized Spatiotemporal Gaussian Process Models JMLR 2022
Continuous Mean-Covariance Bandits NIPS 2021
Multivariate Sparse Coding of Nonstationary Covariances with Gaussian Processes NIPS 2019
Probabilistic Relational PCA NIPS 2009