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Sequential Bayesian Inference

Also known as Bayesian filtering or recursive Bayesian estimation, this task aims to perform inference on latent state-space models.

Papers

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Showing 1–10 of 20 papers

Title	Date	Tasks	Status	Hype	Score
Continual Learning via Sequential Function-Space Variational Inference	Dec 28, 2023	Bayesian InferenceContinual Learning	CodeCode Available	1	5
Particle Flow Bayes' Rule	Feb 2, 2019	Bayesian InferenceMeta-Learning	CodeCode Available	1	5
The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Nongaussian Observation Models	May 1, 2020	Brain Computer Interfaceregression	CodeCode Available	1	5
Learning Differentiable Particle Filter on the Fly	Dec 10, 2023	Bayesian InferenceObject Tracking	CodeCode Available	0	5
On Sequential Bayesian Inference for Continual Learning	Jan 4, 2023	Bayesian InferenceContinual Learning	CodeCode Available	0	5
A Discriminative Approach to Bayesian Filtering with Applications to Human Neural Decoding	Jul 17, 2018	Sequential Bayesian Inference	CodeCode Available	0	5
Discriminative Bayesian filtering lends momentum to the stochastic Newton method for minimizing log-convex functions	Apr 27, 2021	Sequential Bayesian InferenceStochastic Optimization	CodeCode Available	0	5
Functional Regularisation for Continual Learning with Gaussian Processes	Jan 31, 2019	Bayesian InferenceContinual Learning	CodeCode Available	0	5
Bayesian Online Natural Gradient (BONG)	May 30, 2024	Bayesian InferenceSequential Bayesian Inference	CodeCode Available	0	5
A digital twin framework for civil engineering structures	Aug 2, 2023	Bayesian InferenceCantilever Beam	CodeCode Available	0	5

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