conftrace_

non-stationary modeling

3 papers

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Co-occurring keywords

bayesian change-point (1) network structure (30) hamiltonian monte carlo (92) multivariate time series (139) probabilistic model (476) hierarchical probabilistic model (8) multivariate time series forecasting (21) dynamic bayesian network (38) stochastic dynamics (19) continuous datum (3)

Papers

Considering Nonstationary within Multivariate Time Series with Variational Hierarchical Transformer for Forecasting AAAI 2024
Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo AISTATS 2016
Non-stationary continuous dynamic Bayesian networks NIPS 2009