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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.

168,742 papers · 148 categories

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1 result for “mode-connectedness”
Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks?cs.LG

New method for Bayesian neural networks reduces inference difficulty.

problem Difficulty in sample-based inference for Bayesian neural networks.
method Embracing mode-connectedness to link overparameterization and sampling difficulty.
result Practical guidelines and deep ensemble approach for effective SBI.
Bayesian neural networkssample-based inferencemode-connectednessoverparameterizationsampling difficulty
2024-02-02abs ↗pdf ↗