Multi-distribution Rényi divergences are positive integrals of coincidence divergences C_α over four strata (simplex interior, mixed-sign cones, tropical boundary, KL edges).
Asymptotic Methods in Statistical Decision Theory ; Springer Series in Statistics; Springer: New York, NY , USA
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A framework of four reference images and sensitive metrics for tomography that reveals reconstruction discrepancies missed by global image quality measures.
Proves oracle Bernstein-von Mises theorem for fractional posterior under supportwise likelihood assumptions in sparse GLMs with spike-and-slab priors.
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Multi-distribution Rényi divergences are positive integrals of coincidence divergences C_α over four strata (simplex interior, mixed-sign cones, tropical boundary, KL edges).
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Standardized Images and Evaluation Metrics for Tomography
A framework of four reference images and sensitive metrics for tomography that reveals reconstruction discrepancies missed by global image quality measures.
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Bernstein-von Mises Theorem for Sparse Generalized Linear Model
Proves oracle Bernstein-von Mises theorem for fractional posterior under supportwise likelihood assumptions in sparse GLMs with spike-and-slab priors.