conftrace_

kalman smoothing

8 papers

Explore in graph

Co-occurring keywords · papers mentioning both

state space model (3) gaussian process (3) spatio-temporal regression (2) kalman filtering (2) bayesian inference (2) variational inference (2) nonlinear rnn (1) fixed-point problem (1) numerical stability (1) parallel computation (1)

Papers

Computation-Aware Kalman Filtering and Smoothing AISTATS 2025 Backward Filtering Forward Deciding in Linear Non-Gaussian State Space Models AISTATS 2024 Towards Scalable and Stable Parallelization of Nonlinear RNNs NeurIPS 2024 State Space Expectation Propagation: Efficient Inference Schemes for Temporal Gaussian Processes ICML 2020 Structured Variational Inference in Partially Observable Unstable Gaussian Process State Space Models L4DC 2020 Bayesian Intermittent Demand Forecasting for Large Inventories NeurIPS 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