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.

169,051 papers · 148 categories

Trend · papers per month

count% of corpus
0.3%0.5%0.8%0.2% · Mar 201919922001200920172026
3 results for “BSP-Tree”
The Binary Space Partitioning-Tree Processstat.ML

Proposes a new BSP-Tree process for flexible space partition modeling.

problem Limited modelling flexibility of axis-aligned partitions in Mondrian process.
method Introduces a self-consistent Binary Space Partitioning (BSP)-Tree process with oblique cuts.
result Clear inferential improvements over standard Mondrian process and related methods.
Binary Space PartitioningMondrian processMonte Carlo inferenceSpace partition modelingMarkov jump process
2019-03-22abs ↗pdf ↗
Online Binary Space Partitioning Forestsstat.ML

Online BSP-Forest improves space partitioning for large-scale classification and regression.

problem Efficient space partitioning for large-scale classification and regression problems.
method Developed an online BSP-Forest framework that expands space coverage and refines partition structure in real-time.
result Guaranteed universal consistency for both classification and regression problems.
Online learningBinary Space PartitioningForestSpace partitioningClassification
2020-02-29abs ↗pdf ↗