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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 “distribution-function-based”

A Unifying Framework for Some Directed Distances in Statisticsmath.ST

Unified framework for various probability distribution distances.

problem Handling diverse probability distribution distances in statistics.

method General framework covering density-based and distribution-function-based divergences.

result Unified approach to classical and modern statistical procedures.

probability distributions divergences statistical inference density-based distribution-function-based

2022-03-02abs ↗pdf ↗

Cumulative Distribution Function based General Temporal Point Processescs.LG

Introduces CuFun model for more accurate TPPs using CDF.

problem Challenges in forecasting future events in TPPs.

method Uses Cumulative Distribution Function (CDF) and monotonic neural network.

result Significantly improves adaptability and precision in TPPs.

Temporal Point Processes Cumulative Distribution Function Neural Networks Event Sequences Behavioral Patterns

2024-02-01abs ↗pdf ↗