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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.

168,742 papers · 148 categories

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0111 · Sep 201819922001200920172026
2 results for “bag-generation”
Learning from Label Proportions with Consistency Regularizationcs.LG

Paper proposes a new model using consistency regularization for learning from label proportions.

problem Learning from label proportions with weak labels on bags of instances.
method Consistency regularization applied to semi-supervised learning.
result LLP with consistency regularization achieves superior performance.
label proportionsweak labelsconsistency regularizationsemi-supervised learningbag-generation
2019-10-29abs ↗pdf ↗