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583 ! Thu, 8/6/2020, 3:00 PM - 4:50 PM Virtual
Learning Network Structure in Heterogeneous Populations — Topic Contributed Papers
Section on Statistical Learning and Data Science, Royal Statistical Society, International Indian Statistical Association
Organizer(s): Sandipan Roy, University of Bath
Chair(s): Sandipan Roy, University of Bath
3:05 PM Modeling Network Time Series Using Generalized Network AutoRegression (GNAR)
Kathryn Leeming, University of Warwick; Marina Knight, University of York; Guy Nason, Imperial College London; Matthew Nunes, University of Bath
3:25 PM Sparse Locally-Stationary Wavelet Processes
Alexander Gibberd, Lancaster Unviersity
3:45 PM Efficient Estimation of Change Points in Regime Switching Dynamic Markov Random Fields
Jing Ma, Texas A&M University
4:05 PM Fast Algorithms for Detection of Structural Breaks in High-Dimensional Data
George Michailidis, University of Florida
4:25 PM Optimistic Binary Segmentation with an Application in Change Point Detection Methodologies for Graphical Models in the Presence of Missing Values
Solt Kovács, ETH Zurich; Peter Bühlmann, ETH Zurich; Lorenz Haubner, ETH Zurich; Housen Li, University of Göttingen; Malte Londschien, ETH Zurich; Axel Munk, University of Göttingen
4:45 PM Floor Discussion