Research

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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,657 papers · 148 categories

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1 result for “Posterior-L2”

Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Modelsstat.ML

New method addresses error bounds for PnP-ULA under mismatched models.

problem Error bounds for PnP-ULA under mismatched measurement and prior models.

method Posterior-L2 pseudometric to quantify error bounds.

result Explicit error bound for PnP-ULA under mismatched posterior distribution.

Bayesian inference Monte Carlo sampling PnP-ULA Posterior-L2 Error bounds

2023-10-05abs ↗pdf ↗