Sufficiently Reduced Distributional Regression
stat.ME, cs.LG, stat.ML
Submitted: 2026-09-24
Updated: 2026-09-24
Code: https://github.com/liutiang/SRDR
Terminology
Sources
- Error Analysis of Neural-Network-Based Engression
- Transfer Learning through Enhanced Sufficient Representation: Enriching Source Domain Knowledge with Target Data
- Conditional Stochastic Interpolation for Generative Learning
- Theoretical Analysis of Engression and Reverse Markov Engression
- Deep Transfer Learning: Model Framework and Error Analysis
- Auto-Encoding Variational Bayes
- GANS for Sequences of Discrete Elements with the Gumbel-softmax Distribution
- Conditional Generative Adversarial Nets
- Distributional Principal Autoencoders
- Belted Engression: Sufficient Dimension Reduction for Generative Distributional Regression
- On Conditional Stochastic Interpolation for Generative Nonlinear Sufficient Dimension Reduction
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