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

Trend · papers per month

count% of corpus
0.3%0.5%0.8%0.1% · Sep 202019922001200920172026
1 result for “COCOseq”
Imbalanced Continual Learning with Partitioning Reservoir Samplingcs.LG

This research tackles imbalanced continual learning with a new sampling strategy.

problem Long-tailed distribution in multi-label datasets.
method Partitioning Reservoir Sampling (PRS) for balanced knowledge of head and tail classes.
result The proposed PRS strategy maintains a balanced knowledge of both head and tail classes.
continual learningmulti-label classificationlong-tailed distributionCOCOseqNUS-WIDEseq
2020-09-08abs ↗pdf ↗