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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.

169,341 papers · 148 categories

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2 results for “Physarum polycephalum”

IRLS and Slime Mold: Equivalence and Convergencecs.DS

Connection found between signal processing and slime mold dynamics.

problem Convergence of IRLS algorithm remains an open problem.

method Connection between IRLS and Physarum dynamics, proving convergence of a damped version.

result Convergence and complexity bounds for a damped version of the IRLS algorithm.

IRLS Physarum polycephalum slime mold signal processing convergence

2016-01-12abs ↗pdf ↗

Physarum Powered Differentiable Linear Programming Layers and Applicationscs.LG

Physarum-inspired solver speeds up LP solving in neural networks.

problem Efficiently solving linear programming problems within neural networks.

method Inspired by Physarum dynamics, a differentiable solver for LPs.

result Solver outperforms existing methods in video segmentation and few-shot learning.

Physarum Linear Programming Deep Learning Meta-Learning Few-Shot Learning

2020-04-30abs ↗pdf ↗