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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.

169,051 papers · 148 categories

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1 result for “Gibbs-ERM”
Distribution-Dependent Analysis of Gibbs-ERM Principlecs.LG

Study on Gibbs-ERM learning, focusing on excess risk bounds and effective dimension.

problem Understanding the interplay between data distribution and learning in large hypothesis spaces.
method Distribution-dependent analysis of Gibbs-ERM, focusing on excess risk and effective dimension.
result Distribution-dependent upper bounds on excess risk, showing effective dimension controls risk.
Gibbs-ERMExcess RiskEffective DimensionStochastic OptimizationPAC-Bayesian
2019-02-05abs ↗pdf ↗