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.

168,657 papers · 148 categories

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2 results for “Multi-Indicator”

QTMRL: An Agent for Quantitative Trading Decision-Making Based on Multi-Indicator Guided Reinforcement Learningq-fin.PM

QTMRL uses RL with multi-indicators to improve trading adaptability.

problem Traditional trading models fail in volatile markets due to rigid assumptions.

method Combines multi-indicators with RL for adaptive portfolio management.

result QTMRL outperforms baselines in profitability and risk control.

Quantitative Trading Reinforcement Learning Multi-Indicator Financial Markets Adaptive Portfolio Management

2025-08-28abs ↗pdf ↗

ODBAE: a high-performance model identifying complex phenotypes in high-dimensional biological datasetsstat.ML

ODBAE detects complex phenotypes in biological data.

problem Challenges in identifying complex phenotypes from high-dimensional biological data.

method ODBAE (Outlier Detection using Balanced Autoencoders) identifies influential and high leverage points in latent relationships among multiple physiological parameters.

result ODBAE reveals novel metabolism-related genes and uncovers coordinated abnormalities across metabolic indicators.

phenotyping biological data machine learning outlier detection latent relationships

2022-11-06abs ↗pdf ↗