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There is nothing more practical than a good theory

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1M-Scale Quantile Regression in Approximately 0.1 Second Using ReHLine

machine-learning optimization quadratic-programming quantile-regression

The main purpose of this post is to demonstrate the computational power of the ReHLine algorithm that Dr. Yixuan Qiu and I recently developed, using quantile regression as an illustrative example.

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Posted 2025-07-06
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Significance Tests within Black-Box Models: Explorations and Challenges

significance-tests black-box-models p-value significant-patterns

This post delves into the motivations and observations of applying significance tests to black-box models, highlighting both the potential insights and the challenges faced.

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Posted 2024-10-29
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