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covariance modeling

6 papers

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Co-occurring keywords · papers mentioning both

probabilistic modeling (3) gaussian process (2) uncertainty quantification (2) probabilistic principal component analysis (1) multivariate time series (1) multi-armed bandit (1) latent variable model (1) regret bound (1) autoregressive model (1) probabilistic forecasting (1)

Papers

Multivariate Probabilistic Time Series Forecasting with Correlated Errors NeurIPS 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 NeurIPS 2021 Multivariate Sparse Coding of Nonstationary Covariances with Gaussian Processes NeurIPS 2019 Probabilistic Relational PCA NeurIPS 2009