A density-ratio framework compresses BMA posteriors into hard or soft support regions with explicit TV, KL, and predictive distortion bounds under predictor redundancy.
Hui Zou and Trevor Hastie
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
Companion chatbot regulation needs to combine technical locks and blocks with relational accountability measures and a general duty of care to address provider power over users.
citing papers explorer
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Bayesian Model Averaging under Predictor Redundancy via Density-Ratio Posterior Compression
A density-ratio framework compresses BMA posteriors into hard or soft support regions with explicit TV, KL, and predictive distortion bounds under predictor redundancy.
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Regulating Artificial Intimacy: From Locks and Blocks to Relational Accountability
Companion chatbot regulation needs to combine technical locks and blocks with relational accountability measures and a general duty of care to address provider power over users.