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% · Jan 202619922001200920172026
1 result for “BanditLP”
BanditLP: Large-Scale Stochastic Optimization for Personalized Recommendationscs.LG

BanditLP optimizes personalized recommendations for large-scale systems.

problem Optimizing personalized recommendations for large-scale systems with constraints.
method Unified neural Thompson Sampling for learning and large-scale linear programming for action selection.
result Consistent gains over strong baselines in experiments and business win in LinkedIn's email marketing system.
BanditLPpersonalized recommendationslarge-scale optimizationcontextual banditsweb scale
2026-01-22abs ↗pdf ↗