Stein-Encoder: A White-Box Supervised Encoder via Stein Identities in Multi-Modal Studies
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Jiarui, Xu, Shuoxun, Shi, Jiasheng, Guo, Xinzhou |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
In-Sample Evaluation of Subgroups Identified by Generic Machine Learning
by: Xu, Shuoxun, et al.
Published: (2026)
by: Xu, Shuoxun, et al.
Published: (2026)
Multi-Fidelity Quantile Regression
by: Liu, Yixiang, et al.
Published: (2026)
by: Liu, Yixiang, et al.
Published: (2026)
Approximate Maximum Likelihood Inference for Acoustic Spatial Capture-Recapture with Unknown Identities, Using Monte Carlo Expectation Maximization
by: Wang, Yuheng, et al.
Published: (2024)
by: Wang, Yuheng, et al.
Published: (2024)
A Unified Combination Framework for Dependent Tests with Applications to Microbiome Association Studies
by: Yu, Xiufan, et al.
Published: (2024)
by: Yu, Xiufan, et al.
Published: (2024)
Efficient Synthetic Network Generation via Latent Embedding Reconstruction
by: Jiang, Feifan, et al.
Published: (2026)
by: Jiang, Feifan, et al.
Published: (2026)
Changepoint Detection As Model Selection: A General Framework
by: Grantham, Michael, et al.
Published: (2026)
by: Grantham, Michael, et al.
Published: (2026)
A Large Scale Heterogeneous Treatment Effect Estimation Framework and Its Applications of Users' Journey at Snap
by: Pan, Jing, et al.
Published: (2025)
by: Pan, Jing, et al.
Published: (2025)
Prediction of Respiratory Syncytial Virus-Associated Hospitalizations Using Machine Learning Models Based on Environmental Data
by: Guo, Eric
Published: (2025)
by: Guo, Eric
Published: (2025)
TransformerLSR: Attentive Joint Model of Longitudinal Data, Survival, and Recurrent Events with Concurrent Latent Structure
by: Zhang, Zhiyue, et al.
Published: (2024)
by: Zhang, Zhiyue, et al.
Published: (2024)
Clustering Approaches for Mixed-Type Data: A Comparative Study
by: Ghattas, Badih, et al.
Published: (2025)
by: Ghattas, Badih, et al.
Published: (2025)
Double Machine Learning Methods for Estimating Average Treatment Effects: A Comparative Study
by: Tan, Xiaoqing, et al.
Published: (2022)
by: Tan, Xiaoqing, et al.
Published: (2022)
Functional Analysis of Variance for Association Studies
by: Vsevolozhskaya, Olga A., et al.
Published: (2025)
by: Vsevolozhskaya, Olga A., et al.
Published: (2025)
A Generative Framework for Causal Estimation via Importance-Weighted Diffusion Distillation
by: Song, Xinran, et al.
Published: (2025)
by: Song, Xinran, et al.
Published: (2025)
HMM for Discovering Decision-Making Dynamics Using Reinforcement Learning Experiments
by: Guo, Xingche, et al.
Published: (2024)
by: Guo, Xingche, et al.
Published: (2024)
An Empirical Study: Extensive Deep Temporal Point Process
by: Lin, Haitao, et al.
Published: (2021)
by: Lin, Haitao, et al.
Published: (2021)
Individualized Multi-Treatment Response Curves Estimation using RBF-net with Shared Neurons
by: Chang, Peter, et al.
Published: (2024)
by: Chang, Peter, et al.
Published: (2024)
Conflict Forecasting via Conformal Prediction for Markov Processes
by: Basarkar, Aditya, et al.
Published: (2026)
by: Basarkar, Aditya, et al.
Published: (2026)
Efficient Generative Modeling via Penalized Optimal Transport Network
by: Lu, Wenhui Sophia, et al.
Published: (2024)
by: Lu, Wenhui Sophia, et al.
Published: (2024)
Efficient Inference for Noisy LLM-as-a-Judge Evaluation
by: Chen, Yiqun T, et al.
Published: (2026)
by: Chen, Yiqun T, et al.
Published: (2026)
Robust inference for risk heterogeneity under group imbalance
by: Xu, Mengqi, et al.
Published: (2026)
by: Xu, Mengqi, et al.
Published: (2026)
Adversarial Drift-Aware Predictive Transfer: Toward Durable Clinical AI
by: Xiong, Xin, et al.
Published: (2026)
by: Xiong, Xin, et al.
Published: (2026)
High-dimensional Statistics Applications to Batch Effects in Metabolomics
by: Guo, Zhendong
Published: (2024)
by: Guo, Zhendong
Published: (2024)
Fit CATE Once: Model-Assisted Randomization Tests Without Sample Splitting
by: Zheng, Fangnan, et al.
Published: (2026)
by: Zheng, Fangnan, et al.
Published: (2026)
Transfer Faster, Price Smarter: Minimax Dynamic Pricing under Cross-Market Preference Shift
by: Zhang, Yi, et al.
Published: (2025)
by: Zhang, Yi, et al.
Published: (2025)
A Transfer Learning Causal Approach to Evaluate Racial/Ethnic and Geographic Variation in Outcomes Following Congenital Heart Surgery
by: Han, Larry, et al.
Published: (2024)
by: Han, Larry, et al.
Published: (2024)
Contrast-Space Projection for Network Meta-Analysis: An Exact and Invariant Study-Based Decomposition of Direct and Indirect Contributions
by: Wang, Chong, et al.
Published: (2026)
by: Wang, Chong, et al.
Published: (2026)
Cross-Lingual Sponsored Search via Dual-Encoder and Graph Neural Networks for Context-Aware Query Translation in Advertising Platforms
by: Gao, Ziyang, et al.
Published: (2025)
by: Gao, Ziyang, et al.
Published: (2025)
Errors in AI-Assisted Retrieval of Medical Literature: A Comparative Study
by: Gao, Jenny, et al.
Published: (2026)
by: Gao, Jenny, et al.
Published: (2026)
Hierarchical Probabilistic Principal Component Analysis of Longitudinal Data
by: Zhang, Xinyu, et al.
Published: (2026)
by: Zhang, Xinyu, et al.
Published: (2026)
A Copula Graphical Model for Multi-Attribute Data using Optimal Transport
by: Zhang, Qi, et al.
Published: (2024)
by: Zhang, Qi, et al.
Published: (2024)
Ranking by Lifts: A Cost-Benefit Approach to Large-Scale A/B Tests
by: Basu, Pallavi, et al.
Published: (2024)
by: Basu, Pallavi, et al.
Published: (2024)
Improving the Estimation of Lifetime Effects in A/B Testing via Treatment Locality
by: Chen, Shuze, et al.
Published: (2024)
by: Chen, Shuze, et al.
Published: (2024)
Data reuse enables cost-efficient randomized trials of medical AI models
by: Nercessian, Michael, et al.
Published: (2025)
by: Nercessian, Michael, et al.
Published: (2025)
A variational inference framework for inverse problems
by: Maestrini, Luca, et al.
Published: (2021)
by: Maestrini, Luca, et al.
Published: (2021)
A Honest Cross-Validation Estimator for Prediction Performance
by: Pan, Tianyu, et al.
Published: (2025)
by: Pan, Tianyu, et al.
Published: (2025)
A Nonparametric Bayes Approach to Online Activity Prediction
by: Beraha, Mario, et al.
Published: (2024)
by: Beraha, Mario, et al.
Published: (2024)
A statistical approach to latent dynamic modeling with differential equations
by: Hackenberg, Maren, et al.
Published: (2023)
by: Hackenberg, Maren, et al.
Published: (2023)
A Gaussian Process Model for Ordinal Data with Applications to Chemoinformatics
by: Gosnell, Arron, et al.
Published: (2024)
by: Gosnell, Arron, et al.
Published: (2024)
Assessment of Sports Concussion in Female Athletes: A Role for Neuroinformatics?
by: Edelstein, Rachel, et al.
Published: (2024)
by: Edelstein, Rachel, et al.
Published: (2024)
meval: A Statistical Toolbox for Fine-Grained Model Performance Analysis
by: Sutariya, Dishantkumar, et al.
Published: (2025)
by: Sutariya, Dishantkumar, et al.
Published: (2025)
Similar Items
-
In-Sample Evaluation of Subgroups Identified by Generic Machine Learning
by: Xu, Shuoxun, et al.
Published: (2026) -
Multi-Fidelity Quantile Regression
by: Liu, Yixiang, et al.
Published: (2026) -
Approximate Maximum Likelihood Inference for Acoustic Spatial Capture-Recapture with Unknown Identities, Using Monte Carlo Expectation Maximization
by: Wang, Yuheng, et al.
Published: (2024) -
A Unified Combination Framework for Dependent Tests with Applications to Microbiome Association Studies
by: Yu, Xiufan, et al.
Published: (2024) -
Efficient Synthetic Network Generation via Latent Embedding Reconstruction
by: Jiang, Feifan, et al.
Published: (2026)