conftrace_

nonstationary time series

3 papers

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Co-occurring keywords

graphical model (864) state-space model (153) vector autoregression (19) stochastic trend (1) renewal process (6) graphical causal model (5) score-based search (1) renewal processes (2) bayesian forecasting (2) mcmc sampling (70)

Papers

Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models ICML 2019
Learning the Structure of a Nonstationary Vector Autoregression AISTATS 2019
Gaussian process modulated renewal processes NIPS 2011