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kalman smoothing

7 papers

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Co-occurring keywords

gaussian process (1200) state space model (390) bayesian inference (1907) variational inference (2069) nonlinear rnn (1) fixed-point problem (2) numerical stability (30) parallel computation (38) linear dynamical system (86) fixed-point iteration (21)

Papers

Backward Filtering Forward Deciding in Linear Non-Gaussian State Space Models AISTATS 2024
Towards Scalable and Stable Parallelization of Nonlinear RNNs NIPS 2024
Structured Variational Inference in Partially Observable Unstable Gaussian Process State Space Models L4DC 2020
State Space Expectation Propagation: Efficient Inference Schemes for Temporal Gaussian Processes ICML 2020
Bayesian Intermittent Demand Forecasting for Large Inventories NIPS 2016
Sparse/Robust Estimation and Kalman Smoothing with Nonsmooth Log-Concave Densities: Modeling, Computation, and Theory JMLR 2013
Infinite-Dimensional Kalman Filtering Approach to Spatio-Temporal Gaussian Process Regression AISTATS 2012