T1.R2: Advances in Sequential Bayesian Inference
Tue, 16 Dec, 10:20 - 12:00 AST (UTC -4)
Location: Isabela II
Session Type: Lecture
Session Co-Chairs: Petar Djuric, Stony Brook University and Joaquin Miguez, Universidad Carlos III de Madrid
Track: Special Sessions
Click the to view the manuscript on IEEE Xplore Open Preview
Tue, 16 Dec, 10:20 - 10:40 AST (UTC -4)

T1.R2.1: BAYESIAN KOOPMAN TIME SERIES FORECASTING
Antonios Valkanas, Theodore Glavas, McGill University, Canada; Boris Oreshkin, Amazon, Canada; Mark Coates, McGill University, Canada
Tue, 16 Dec, 10:40 - 11:00 AST (UTC -4)

T1.R2.2: REVERSIBLE JUMP SMC
Matt Bright, Simon Maskell, University of Liverpool, United Kingdom
Tue, 16 Dec, 11:00 - 11:20 AST (UTC -4)

T1.R2.3: SEQUENTIAL BAYESIAN SIGNAL RECONSTRUCTION FOR UNLIMITED SAMPLING
Ralph McDougall, Simon Godsill, University of Cambridge, United Kingdom
Tue, 16 Dec, 11:20 - 11:40 AST (UTC -4)

T1.R2.4: LOCAL PARTICLE FILTERS: A UNIFYING FRAMEWORK AND NOVEL PARALLELIZABLE EXTENSIONS
Andrea Quintanilla, Víctor Elvira, University of Edinburgh, United Kingdom
Tue, 16 Dec, 11:40 - 12:00 AST (UTC -4)

T1.R2.5: Active–Subspace Particle Filtering for Efficient Inference in High-Dimensional State-Space Models
Petar M. Djuric, Nahid Shirdel Abdolmaleki, Anand Ravishankar, Stony Brook University, United States; Joaqun Miguez, Universidad Carlos III de Madrid, Spain