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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 · May 201819922001200920172026
2 results for “DKPP”
A Family of Distributions of Random Subsets for Controlling Positive and Negative Dependencestat.ML

New DKPP family controls positive and negative dependence in random subsets.

problem Challenges in seamlessly bridging probabilistic models for positive and negative dependence.
method Introduced DKPP family and developed computational methods for probabilistic operations and inference.
result Controllability of positive and negative dependence demonstrated through numerical experiments.
DKPPrandom subsetspositive dependencenegative dependenceprobabilistic models
2024-08-02abs ↗pdf ↗
Born Again Neural Networksstat.ML

Knowledge Distillation (KD) consists of transferring “knowledge” from one machine learning model (the teacher) to another (the student). Commonly, the teacher is a high-capacity model with formidable performance, while the student is more compact. By transferring knowledge, one hopes to benefit from the student’s…

2018-05-12abs ↗pdf ↗