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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.

168,786 papers · 148 categories

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0111 · Jul 201919922001200920172026
1 result for “i-ResNets”
Approximation Capabilities of Neural ODEs and Invertible Residual Networkscs.LG

Neural ODEs and i-ResNets can't approximate all continuous invertible functions.

problem Neural ODEs and i-ResNets' limitations in approximating continuous invertible functions.
method Proving the approximation capabilities of Neural ODEs and i-ResNets.
result Neural ODEs and i-ResNets can approximate homeomorphisms on a p-dimensional Euclidean space.
Neural ODEsi-ResNetsapproximationinvertible functionshomeomorphisms
2019-07-30abs ↗pdf ↗