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

2 results for “Firefox”

Federated Learning for Ranking Browser History Suggestionscs.LG

Federated Learning improves Firefox URL bar suggestions.

problem Improving user typing efficiency in the Firefox URL bar.

method Federated Learning for privacy-preserving model training.

result Users type over half a character less to find what they want.

Federated Learning Privacy-preserving Ranking Browser History Firefox

2019-11-26abs ↗pdf ↗

Beyond Accuracy: ROI-driven Data Analytics of Empirical Datacs.LG

ROI-driven data analytics guides investment in empirical data analysis.

problem Determining the optimal depth and breadth of data analytics.

method Conceptual framework validated through empirical studies focusing on dependency extraction in Mozilla Firefox project.

result ROI-driven data analytics helps avoid over-analyzing empirical data.

ROI data analytics empirical data investment break-even point

2020-09-14abs ↗pdf ↗