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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.

168,878 papers · 148 categories

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0.3%0.5%0.8%0.1% · Sep 201919922001200920172026
1 result for “Inception-v4”
InceptionTime: Finding AlexNet for Time Series Classificationcs.LG

InceptionTime improves deep learning for time series classification, balancing accuracy and scalability.

problem Scalability issues in existing time series classification methods.
method InceptionTime, an ensemble of deep CNN models inspired by Inception-v4 architecture.
result InceptionTime achieves similar accuracy to HIVE-COTE but is significantly more scalable.
time series classificationdeep learningscalabilityCNNInception-v4
2019-09-11abs ↗pdf ↗