Automatic Statistical Test for Rationally Expressible Algorithms by Selective Inference, with Applications to Feature Selection
Teruyuki Katsuoka, Tomohiro Shiraishi, Shuichi Nishino, Ichiro Takeuchi
stat.ML, cs.LG
Submitted: 2026-08-05
Comments: 35 pages, 3 figures, 4 tables
Code: https://github.com/tkatsuoka/autosi
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Optimal Inference After Model Selection
- Selective inference after cross-validation
- Statistical Test for Anomaly Detections by Variational Auto-Encoders
- Conditional Selective Inference for Robust Regression and Outlier Detection using Piecewise-Linear Homotopy Continuation
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