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.

169,291 papers · 148 categories

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3 results for “FlexCode”

Converting High-Dimensional Regression to High-Dimensional Conditional Density Estimationstat.ME

FlexCode converts high-dimensional regression to high-dimensional CDE.

problem Complex conditional distributions in high dimensions.

method Reformulates CDE as a non-parametric orthogonal series problem.

result Efficiently estimates conditional densities in high dimensions.

Conditional Density Estimation High-Dimensional Regression FlexCode Orthogonal Series Photometric Galaxy Data

2017-04-26abs ↗pdf ↗

Generative and Nonparametric Approaches for Conditional Distribution Estimation: Methods, Perspectives, and Comparative Evaluationsstat.ML

This article reviews and compares various methods for estimating conditional distributions.

problem Inference of conditional distributions in statistics.

method Classical nonparametric methods and modern generative models.

result A systematic numerical comparison of methods using performance metrics.

conditional distribution statistical inference nonparametric methods generative models conditional density estimation

2026-01-30abs ↗pdf ↗

Conditional Density Estimation Tools in Python and R with Applications to Photometric Redshifts and Likelihood-Free Cosmological Inferenceastro-ph.IM

The paper introduces tools for nonparametric conditional density estimation in astronomy.

problem Estimating photometric redshifts and likelihood-free cosmological inference with uncertainty quantification.

method Nonparametric conditional density estimation (CDE) tools in Python and R.

result Comprehensive statistical tools and software for CDE in astronomy.

astronomy photometric redshifts likelihood-free inference conditional density estimation machine learning

2019-08-30abs ↗pdf ↗