Multi-Source Conformal Inference Under Distribution Shift
Fuente:
arXiv
Guardado en:
| Autores principales: | Liu, Yi, Levis, Alexander W., Normand, Sharon-Lise, Han, Larry |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Estimate Level Adjustment For Inference With Proxies Under Random Distribution Shifts
por: Wilkins-Reeves, Steven, et al.
Publicado: (2026)
por: Wilkins-Reeves, Steven, et al.
Publicado: (2026)
Targeted Data Fusion for Region-Specific Survival Effects in the AMP HIV Prevention Trials
por: Liu, Yi, et al.
Publicado: (2025)
por: Liu, Yi, et al.
Publicado: (2025)
A Transfer Learning Causal Approach to Evaluate Racial/Ethnic and Geographic Variation in Outcomes Following Congenital Heart Surgery
por: Han, Larry, et al.
Publicado: (2024)
por: Han, Larry, et al.
Publicado: (2024)
On the Role of Surrogates in Conformal Inference of Individual Causal Effects
por: Gao, Chenyin, et al.
Publicado: (2024)
por: Gao, Chenyin, et al.
Publicado: (2024)
Conformal Prediction Under Feedback Covariate Shift for Biomolecular Design
por: Fannjiang, Clara, et al.
Publicado: (2022)
por: Fannjiang, Clara, et al.
Publicado: (2022)
Multi-Distribution Robust Conformal Prediction
por: Yang, Yuqi, et al.
Publicado: (2026)
por: Yang, Yuqi, et al.
Publicado: (2026)
Causal Imitation Learning Under Measurement Error and Distribution Shift
por: Bo, Shi, et al.
Publicado: (2026)
por: Bo, Shi, et al.
Publicado: (2026)
History-Aware Conformal Prediction Sets for Censored Time-to-Event Outcomes
por: Wang, Yuyao, et al.
Publicado: (2026)
por: Wang, Yuyao, et al.
Publicado: (2026)
Robust Multi-Source Domain Adaptation under Label Shift
por: Xu, Congbin, et al.
Publicado: (2025)
por: Xu, Congbin, et al.
Publicado: (2025)
Bayesian Federated Cause-of-Death Classification and Quantification Under Distribution Shift
por: Zhu, Yu, et al.
Publicado: (2025)
por: Zhu, Yu, et al.
Publicado: (2025)
Transductive Conformal Inference for Full Ranking
por: Fermanian, Jean-Baptiste, et al.
Publicado: (2025)
por: Fermanian, Jean-Baptiste, et al.
Publicado: (2025)
Omitted Variable Bias in Language Models Under Distribution Shift
por: Lin, Victoria, et al.
Publicado: (2026)
por: Lin, Victoria, et al.
Publicado: (2026)
STACI: Spatio-Temporal Aleatoric Conformal Inference
por: Feng, Brandon R., et al.
Publicado: (2025)
por: Feng, Brandon R., et al.
Publicado: (2025)
Conformal Prediction under Levy-Prokhorov Distribution Shifts: Robustness to Local and Global Perturbations
por: Aolaritei, Liviu, et al.
Publicado: (2025)
por: Aolaritei, Liviu, et al.
Publicado: (2025)
Structure-Adaptive Conformal Inference for Large-Scale Out-of-Distribution Testing
por: Sun, Rongyi, et al.
Publicado: (2026)
por: Sun, Rongyi, et al.
Publicado: (2026)
Extending Prediction-Powered Inference through Conformal Prediction
por: Csillag, Daniel, et al.
Publicado: (2025)
por: Csillag, Daniel, et al.
Publicado: (2025)
Flow-Based Conformal Predictive Distributions
por: Harris, Trevor
Publicado: (2026)
por: Harris, Trevor
Publicado: (2026)
Distribution-Free Predictive Inference under Unknown Temporal Drift
por: Han, Elise, et al.
Publicado: (2024)
por: Han, Elise, et al.
Publicado: (2024)
Everywhere Valid Bounds on False Discovery Proportions in Conformal Inference
por: Song, Ziang, et al.
Publicado: (2026)
por: Song, Ziang, et al.
Publicado: (2026)
Distribution-free Conformal Prediction for Ordinal Classification
por: Chakraborty, Subhrasish, et al.
Publicado: (2024)
por: Chakraborty, Subhrasish, et al.
Publicado: (2024)
Structured Conformal Inference for Matrix Completion with Applications to Group Recommender Systems
por: Liang, Ziyi, et al.
Publicado: (2024)
por: Liang, Ziyi, et al.
Publicado: (2024)
CausalGuard: Conformal Inference under Graph Uncertainty
por: Singh, Vikash, et al.
Publicado: (2026)
por: Singh, Vikash, et al.
Publicado: (2026)
Bounding causal effects with an unknown mixture of informative and non-informative missingness
por: Rubinstein, Max, et al.
Publicado: (2024)
por: Rubinstein, Max, et al.
Publicado: (2024)
Optimized Conformal Selection: Powerful Selective Inference After Conformity Score Optimization
por: Bai, Tian, et al.
Publicado: (2024)
por: Bai, Tian, et al.
Publicado: (2024)
Multiply Robust Estimation for Local Distribution Shifts with Multiple Domains
por: Wilkins-Reeves, Steven, et al.
Publicado: (2024)
por: Wilkins-Reeves, Steven, et al.
Publicado: (2024)
Robust Validation: Confident Predictions Even When Distributions Shift
por: Cauchois, Maxime, et al.
Publicado: (2020)
por: Cauchois, Maxime, et al.
Publicado: (2020)
Optimal Empirical Risk Minimization under Temporal Distribution Shifts
por: Jeong, Yujin, et al.
Publicado: (2025)
por: Jeong, Yujin, et al.
Publicado: (2025)
A Sensitivity Approach to Causal Inference Under Limited Overlap
por: Ma, Yuanzhe, et al.
Publicado: (2025)
por: Ma, Yuanzhe, et al.
Publicado: (2025)
Incorporating Interventional Independence Improves Robustness against Interventional Distribution Shift
por: Sreekumar, Gautam, et al.
Publicado: (2025)
por: Sreekumar, Gautam, et al.
Publicado: (2025)
Nonparametric Identification and Inference for Counterfactual Distributions with Confounding
por: Sun, Jianle, et al.
Publicado: (2026)
por: Sun, Jianle, et al.
Publicado: (2026)
Unsupervised Domain Adaptation for Binary Classification with an Unobservable Source Subpopulation
por: Ying, Chao, et al.
Publicado: (2025)
por: Ying, Chao, et al.
Publicado: (2025)
Prediction Intervals for Individual Treatment Effects in a Multiple Decision Point Framework using Conformal Inference
por: Bose, Swaraj, et al.
Publicado: (2025)
por: Bose, Swaraj, et al.
Publicado: (2025)
Enhancing reliability in prediction intervals using point forecasters: Heteroscedastic Quantile Regression and Width-Adaptive Conformal Inference
por: Sebastián, Carlos, et al.
Publicado: (2024)
por: Sebastián, Carlos, et al.
Publicado: (2024)
Asymptotic Inference for Multi-Stage Stationary Treatment Policy with Variable Selection
por: Gao, Daiqi, et al.
Publicado: (2023)
por: Gao, Daiqi, et al.
Publicado: (2023)
Interpretable Causal Inference for Analyzing Wearable, Sensor, and Distributional Data
por: Katta, Srikar, et al.
Publicado: (2023)
por: Katta, Srikar, et al.
Publicado: (2023)
Generative Conformal Prediction with Vectorized Non-Conformity Scores
por: Zheng, Minxing, et al.
Publicado: (2024)
por: Zheng, Minxing, et al.
Publicado: (2024)
Conformal Diffusion Models for Individual Treatment Effect Estimation and Inference
por: Cai, Hengrui, et al.
Publicado: (2024)
por: Cai, Hengrui, et al.
Publicado: (2024)
Statistical Inference Leveraging Synthetic Data with Distribution-Free Guarantees
por: Bashari, Meshi, et al.
Publicado: (2025)
por: Bashari, Meshi, et al.
Publicado: (2025)
Causal Inference for Genomic Data with Multiple Heterogeneous Outcomes
por: Du, Jin-Hong, et al.
Publicado: (2024)
por: Du, Jin-Hong, et al.
Publicado: (2024)
Assumption-Lean Post-Integrated Inference with Surrogate Control Outcomes
por: Du, Jin-Hong, et al.
Publicado: (2024)
por: Du, Jin-Hong, et al.
Publicado: (2024)
Ejemplares similares
-
Estimate Level Adjustment For Inference With Proxies Under Random Distribution Shifts
por: Wilkins-Reeves, Steven, et al.
Publicado: (2026) -
Targeted Data Fusion for Region-Specific Survival Effects in the AMP HIV Prevention Trials
por: Liu, Yi, et al.
Publicado: (2025) -
A Transfer Learning Causal Approach to Evaluate Racial/Ethnic and Geographic Variation in Outcomes Following Congenital Heart Surgery
por: Han, Larry, et al.
Publicado: (2024) -
On the Role of Surrogates in Conformal Inference of Individual Causal Effects
por: Gao, Chenyin, et al.
Publicado: (2024) -
Conformal Prediction Under Feedback Covariate Shift for Biomolecular Design
por: Fannjiang, Clara, et al.
Publicado: (2022)