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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.

168,695 papers · 148 categories

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0111 · Mar 202019922001200920172026
2 results for “FLOSS”
Gradient Flossing: Improving Gradient Descent through Dynamic Control of Jacobianscs.LG

Gradient flossing stabilizes RNN training by controlling Lyapunov exponents.

problem Gradient instability in RNNs leading to exploding and vanishing gradients.
method Regularizing Lyapunov exponents through backpropagation using differentiable linear algebra.
result Gradient flossing improves RNN training success rate and convergence speed.
RNNsGradient DescentLyapunov ExponentsGradient InstabilityBackpropagation
2023-12-28abs ↗pdf ↗
Is it feasible to detect FLOSS version release events from textual messages? A case study on Stack Overflowcs.SE

Study investigates micro-event detection on FLOSS version releases from Stack Overflow.

problem Detecting micro-events in FLOSS version release events from textual messages.
method Developed pipelines using LDA topic modeling, hSBM topics, and sentiment analysis; optimized feature spaces with RFECV; evaluated models with statistical analysis.
result Found characteristic changes in topics or sentiment features before or after FLOSS version releases.
Topic DetectionText MiningMicro-EventsStack OverflowFLOSS
2020-03-30abs ↗pdf ↗