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.

168,695 papers · 148 categories

Trend · papers per month

count% of corpus
0.3%0.5%0.8%0.1% · Apr 202019922001200920172026
1 result for “ProbTagging”
Improving Positive Unlabeled Learning: Practical AUL Estimation and New Training Method for Extremely Imbalanced Data Setscs.LG

Improves PU learning for imbalanced data with practical AUL estimation and new training method.

problem Training binary classifiers on datasets with only positive and unlabeled samples.
method Asymptotic unbiased AUL estimation and ProbTagging for imbalanced data.
result ProbTagging increases AUC by up to 10% on industrial and artificial data sets.
PU learningimbalanced dataAUL estimationProbTaggingensemble model
2020-04-21abs ↗pdf ↗