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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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0111 · Nov 202419922001200920172026
2 results for “lemur teeth”
Linearized Optimal Transport pyLOT Library: A Toolkit for Machine Learning on Point Cloudsstat.ML

pyLOT library simplifies machine learning on 3D point clouds via linearized optimal transport.

problem Performing machine learning tasks on 3D point clouds.
method Linearized optimal transport (LOT) to embed distributions into Hilbert space, enabling linear machine learning.
result Downstream tasks on embedded representations are simplified to linear operations.
optimal transportmachine learningpoint clouds3Dlemur teeth
2025-02-05abs ↗pdf ↗
Multivariate and Online Transfer Learning with Uncertainty Quantificationstat.ME

Bayesian method improves multivariate periodontal outcome modeling.

problem Modeling periodontal outcomes is challenging and requires consideration of demographic differences.
method Jointly models multivariate outcomes using an online Bayesian transfer learning framework.
result Significant improvement over univariate RECaST method demonstrated.
Bayesian transfer learningperiodontal outcomesdemographic differencesmultivariate modelingonline learning
2024-11-19abs ↗pdf ↗