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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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2 results for “eSPA”

On a scalable entropic breaching of the overfitting barrier in machine learningcs.LG

eSPA breaches overfitting barriers in ML with 10^-12 cost.

problem Overfitting in machine learning with small data.

method eSPA, entropy-optimal Scalable Probabilistic Approximations algorithm.

result 30-fold boost in classification performance with eSPA.

overfitting machine learning eSPA entropy Bayesian network

2020-02-08abs ↗pdf ↗

Distillation and Interpretability of Ensemble Forecasts of ENSO Phase using Entropic Learningphysics.comp-ph

Paper distills ensemble ENSO forecasts into simpler models for better diagnostics.

problem Interpreting complex ensemble ENSO forecasts.

method Aggregates eSPA ensemble members that correctly predict ENSO phase.

result Compact distilled models maintain forecast performance and enable diagnostics.

ENSO forecast ensemble distillation interpretability

2026-02-15abs ↗pdf ↗