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.

168,742 papers · 148 categories

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2 results for “non-order-preserving”

Searching for non-order-preserving braids algorithmicallymath.GT

Algorithm confirms non-order-preserving braids, proving infinite family not order-preserving.

problem Determining if a braid is non-order-preserving.

method Algorithm that checks non-order-preserving property of braids.

result Infinite family of simple 3-braids are not order-preserving.

braids order-preserving non-order-preserving free group link

2024-10-14abs ↗pdf ↗

Network Dynamics-Based Framework for Understanding Deep Neural Networkscs.LG

Framework analyzes neural network dynamics for better understanding and optimization.

problem Understanding the fundamental mechanisms of deep neural networks.

method Dynamical systems theory, transformation units, attraction basins.

result Different transformation modes lead to distinct learning phases and network performance.

neural networks dynamical systems learning dynamics attracting basins linearity

2025-01-05abs ↗pdf ↗