Research
On-device research index

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

Trend · papers per month

count% of corpus
0111 · Jan 202619922001200920172026
2 results for “epiplexity”
From Entropy to Epiplexity: Rethinking Information for Computationally Bounded Intelligencecs.LG

New concept of epiplexity quantifies useful information from data.

problem Understanding useful information content from data without unlimited computational capacity.
method Introducing epiplexity, a measure of information computationally bounded observers can learn.
result Epiplexity captures useful information content, not just randomness.
epiplexityinformation theorydata selectionmodel selectioncomputational boundedness
2026-01-06abs ↗pdf ↗
Financial Epiplexity: A Theory of Learnable Market Structure under Bounded Computationq-fin.MF

This paper extends financial theory to measure learnable market structure under computational constraints.

problem Understanding learnable market structure under bounded computational capacity.
method Introduces financial epiplexity as a measure of learnable market structure, extending classical information theory.
result Proves that equal entropy does not imply equal epiplexity and derives thresholds for useful regimes.
financial epiplexitybounded computationmarket structureinformation theorycompression gain
2026-07-02abs ↗pdf ↗