Research

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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.

169,181 papers · 148 categories

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1 result for “SplineNets”

SplineNets: Continuous Neural Decision Graphscs.LG

SplineNets improve CNNs by using continuous functions that can be conditioned on inputs.

problem Efficiency and accuracy trade-offs in CNNs.

method Continuous generalization of neural decision graphs using B-splines.

result SplineNets can significantly increase accuracy with minimal runtime cost.

CNNs SplineNets Convolutional Neural Networks Continuous Functions Hierarchical Decision Making

2018-10-31abs ↗pdf ↗