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.

168,657 papers · 148 categories

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2 results for “QuickScorer”

Modeling Text with Decision Forests using Categorical-Set Splitscs.LG

Decision forests learn to model text by evaluating categorical-set conditions.

problem Decision forests cannot directly model text features.

method Defined and learned conditions for categorical-set features, enabling efficient text modeling.

result Decision forests can now directly model text features.

Decision forests text modeling categorical-set features QuickScorer

2020-09-21abs ↗pdf ↗

Block-distributed Gradient Boosted Treescs.LG

The Gradient Boosted Tree (GBT) algorithm is one of the most popular machine learning algorithms used in production, for tasks that include Click-Through Rate (CTR) prediction and learning-to-rank. To deal with the massive datasets available today, many distributed GBT methods have been proposed. However, they all assu…

2019-04-23abs ↗pdf ↗