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.
Study sub-tree counts in hyperbolic random geometric graphs.
Timber targets decision trees, outperforming existing attacks.
Nowadays, data are generated massively and rapidly from scientific fields as bioinformatics, neuroscience and astronomy to business and engineering fields. Cluster analysis, as one of the major data analysis tools, is therefore more significant than ever. We propose in this work an effective Semi-supervised Divisive Cl…
New algorithm avoids re-planning in tree-search algorithms, reducing suboptimal actions.
Nonparametric estimation of the conditional distribution of a response given high-dimensional features is a challenging problem. It is important to allow not only the mean but also the variance and shape of the response density to change flexibly with features, which are massive-dimensional. We propose a multiscale dic…
Bayesian nonparametric method for hierarchical clustering.
Extracts airways from 3D CT data using graph refinement methods.
Method preserves order in hierarchical clustering of ordered data.