conftrace_

time-varying graphical models

3 papers

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Co-occurring keywords

varying-coefficient models (4) piecewise constant models (2) structure estimation (7) gaussian markov random field (26) graphical model (864) probabilistic graphical model (226) time-varying network (7) varying coefficient model (5) undirected graph (7) high-dimensional consistency (2)

Papers

Scalable Inference of Sparsely-changing Gaussian Markov Random Fields NIPS 2021
On Time Varying Undirected Graphs AISTATS 2011
Sparsistent Learning of Varying-coefficient Models with Structural Changes NIPS 2009