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.

168,982 papers · 148 categories

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2 results for “Quickscorer”

Block-distributed Gradient Boosted Treescs.LG

Proposes a new GBT algorithm for scalable high-dimensional data.

problem Scalability issues with existing distributed GBT methods.

method Block-distributed GBTs, using Quickscorer for efficient communication.

result Multiple orders of magnitude reduction in communication cost for sparse data.

Gradient Boosted Trees Scalability High-dimensional Data Communication Efficiency Quickscorer

2019-04-23abs ↗pdf ↗

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 ↗