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.

169,181 papers · 148 categories

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2 results for “multi-relevance”

Multi-Relevance Transfer Learningcs.LG

MRTL transfers knowledge across multiple target domains using shared latent factors.

problem Transfer learning in label-scarce target domains.

method MRTL uses collective nonnegative matrix tri-factorization to transfer knowledge from multiple sources to multiple targets.

result MRTL achieves better performance than state-of-the-art methods.

transfer learning multi-relevance latent factors nonnegative matrix tri-factorization target domains

2017-11-09abs ↗pdf ↗

Efficient AUC Optimization for Information Ranking Applicationscs.IR

Adequate evaluation of an information retrieval system to estimate future performance is a crucial task. Area under the ROC curve (AUC) is widely used to evaluate the generalization of a retrieval system. However, the objective function optimized in many retrieval systems is the error rate and not the AUC value. This p…

2015-11-16abs ↗pdf ↗