Research
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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0111 · Apr 202019922001200920172026
2 results for “Meta-Ensemble”
An Intelligent Edge-Centric Queries Allocation Scheme based on Ensemble Modelscs.DB

Meta-ensemble scheme allocates queries to EC nodes for reduced latency.

problem Efficiently allocating queries to EC nodes to minimize latency.
method Combining ensemble models to decide query allocation based on node and query characteristics.
result Meta-ensemble scheme outperforms traditional allocation methods in reducing query processing latency.
Edge ComputingIoTQuery AllocationMeta-EnsembleLatency Reduction
2020-08-12abs ↗pdf ↗
A tale of two toolkits, report the third: on the usage and performance of HIVE-COTE v1.0cs.LG

HIVE-COTE v1.0 improves time series classification with enhanced usability.

problem Improving time series classification accuracy and usability.
method Presented a walkthrough guide and extensive experimental evaluation of HIVE-COTE v1.0.
result HIVE-COTE v1.0 outperforms three recently proposed algorithms in predictive performance and resource usage.
HIVE-COTEtime series classificationaeon toolkitmeta ensembleensemble learning
2020-04-13abs ↗pdf ↗