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.

168,695 papers · 148 categories

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2 results for “overdrafts”

Know, Grow, and Protect Net Worth: Using ML for Asset Protection by Preventing Overdraft Feesstat.ML

ML system reduces overdraft fees for Mint users.

problem Overdraft fees burden Americans, leading to financial hardship.

method ML-driven overdraft early warning system (ODEWS).

result Saved $3 million in overdraft fees for Mint customers.

ML overdraft fees financial advice personal finance net worth

2023-02-05abs ↗pdf ↗

Fitting random cash management models to dataq-fin.CP

The paper fits cash management models to data using stochastic and linear programming.

problem Cash flow probability distribution assumptions in cash management models are relaxed.

method Stochastic and linear programming to fit models to data.

result A small random sample of data is sufficient to fit bound-based models.

cash management stochastic programming linear programming cash flow overdrafts

2024-01-16abs ↗pdf ↗