When Does Trimming Help Conformal Prediction? A Retained-Law Diagnostic under Calibration Contamination
Fuente:
arXiv
Guardado en:
| Autor principal: | Wang, Congye |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Split Conformal Prediction under Data Contamination
por: Clarkson, Jase, et al.
Publicado: (2024)
por: Clarkson, Jase, et al.
Publicado: (2024)
When Does Value-Aware KV Eviction Help? A Fixed-Contract Diagnostic for Non-Monotone Cache Compression
por: Zhang, Ruijie, et al.
Publicado: (2026)
por: Zhang, Ruijie, et al.
Publicado: (2026)
Self-Calibrating Conformal Prediction
por: van der Laan, Lars, et al.
Publicado: (2024)
por: van der Laan, Lars, et al.
Publicado: (2024)
When and How Does In-Distribution Label Help Out-of-Distribution Detection?
por: Du, Xuefeng, et al.
Publicado: (2024)
por: Du, Xuefeng, et al.
Publicado: (2024)
When Does Context Help? A Systematic Study of Target-Conditional Molecular Property Prediction
por: Cheng, Bryan, et al.
Publicado: (2026)
por: Cheng, Bryan, et al.
Publicado: (2026)
Robust Conformal Outlier Detection under Contaminated Reference Data
por: Bashari, Meshi, et al.
Publicado: (2025)
por: Bashari, Meshi, et al.
Publicado: (2025)
When Can We Reuse a Calibration Set for Multiple Conformal Predictions?
por: Balinsky, A. A., et al.
Publicado: (2025)
por: Balinsky, A. A., et al.
Publicado: (2025)
Adaptive Set-Mass Calibration with Conformal Prediction
por: Kazantsev, Daniil, et al.
Publicado: (2025)
por: Kazantsev, Daniil, et al.
Publicado: (2025)
Coverage Guarantees for Pseudo-Calibrated Conformal Prediction under Distribution Shift
por: Siahkali, Farbod, et al.
Publicado: (2026)
por: Siahkali, Farbod, et al.
Publicado: (2026)
Conditional Coverage Diagnostics for Conformal Prediction
por: Braun, Sacha, et al.
Publicado: (2025)
por: Braun, Sacha, et al.
Publicado: (2025)
Data Contamination Calibration for Black-box LLMs
por: Ye, Wentao, et al.
Publicado: (2024)
por: Ye, Wentao, et al.
Publicado: (2024)
Reinforcement Learning for Adaptive MCMC
por: Wang, Congye, et al.
Publicado: (2024)
por: Wang, Congye, et al.
Publicado: (2024)
Conformal Prediction via Transported Beta Laws
por: Ramos, Thiago R., et al.
Publicado: (2026)
por: Ramos, Thiago R., et al.
Publicado: (2026)
Machine Unlearning under Retain-Forget Entanglement
por: Cheng, Jingpu, et al.
Publicado: (2026)
por: Cheng, Jingpu, et al.
Publicado: (2026)
Calibrated Uncertainty Quantification for Operator Learning via Conformal Prediction
por: Ma, Ziqi, et al.
Publicado: (2024)
por: Ma, Ziqi, et al.
Publicado: (2024)
Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series
por: Yang, Zitong, et al.
Publicado: (2024)
por: Yang, Zitong, et al.
Publicado: (2024)
Understanding When Graph Convolutional Networks Help: A Diagnostic Study on Label Scarcity and Structural Properties
por: Subedi, Nischal, et al.
Publicado: (2025)
por: Subedi, Nischal, et al.
Publicado: (2025)
Shape-Adaptive Conditional Calibration for Conformal Prediction via Minimax Optimization
por: Bao, Yajie, et al.
Publicado: (2026)
por: Bao, Yajie, et al.
Publicado: (2026)
Conformal Data Contamination Tests for Trading or Sharing of Data
por: Vejling, Martin V., et al.
Publicado: (2025)
por: Vejling, Martin V., et al.
Publicado: (2025)
Filtering with Confidence: When Data Augmentation Meets Conformal Prediction
por: Wu, Zixuan, et al.
Publicado: (2025)
por: Wu, Zixuan, et al.
Publicado: (2025)
Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction
por: van der Laan, Lars, et al.
Publicado: (2025)
por: van der Laan, Lars, et al.
Publicado: (2025)
Ensuring Calibration Robustness in Split Conformal Prediction Under Adversarial Attacks
por: Qian, Xunlei, et al.
Publicado: (2025)
por: Qian, Xunlei, et al.
Publicado: (2025)
Honesty in Causal Forests: When It Helps and When It Hurts
por: Hou, Yanfang, et al.
Publicado: (2025)
por: Hou, Yanfang, et al.
Publicado: (2025)
When Are Multimodal Predictions Biologically Supported? A Diagnostic Evaluation Framework
por: Steiner, Dylan, et al.
Publicado: (2026)
por: Steiner, Dylan, et al.
Publicado: (2026)
Bulk-Calibrated Credal Ambiguity Sets: Fast, Tractable Decision Making under Out-of-Sample Contamination
por: Chen, Mengqi, et al.
Publicado: (2026)
por: Chen, Mengqi, et al.
Publicado: (2026)
When does Chain-of-Thought Help: A Markovian Perspective
por: Wang, Zihan, et al.
Publicado: (2026)
por: Wang, Zihan, et al.
Publicado: (2026)
When Does Multimodal Learning Help in Healthcare? A Benchmark on EHR and Chest X-Ray Fusion
por: Yin, Kejing, et al.
Publicado: (2026)
por: Yin, Kejing, et al.
Publicado: (2026)
Cost-Sensitive Neighborhood Aggregation for Heterophilous Graphs: When Does Per-Edge Routing Help?
por: Weiss, Eyal
Publicado: (2026)
por: Weiss, Eyal
Publicado: (2026)
Optimal Conformal Prediction under Epistemic Uncertainty
por: Javanmardi, Alireza, et al.
Publicado: (2025)
por: Javanmardi, Alireza, et al.
Publicado: (2025)
Efficient Conformal Prediction under Data Heterogeneity
por: Plassier, Vincent, et al.
Publicado: (2023)
por: Plassier, Vincent, et al.
Publicado: (2023)
Decoupled Conformal Optimisation: Efficient Prediction Sets via Independent Tuning and Calibration
por: Wu, Fanyi, et al.
Publicado: (2026)
por: Wu, Fanyi, et al.
Publicado: (2026)
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration
por: Shi, Yuanjie, et al.
Publicado: (2024)
por: Shi, Yuanjie, et al.
Publicado: (2024)
Uncertainty-Calibrated Prediction of Randomly-Timed Biomarker Trajectories with Conformal Bands
por: Tassopoulou, Vasiliki, et al.
Publicado: (2025)
por: Tassopoulou, Vasiliki, et al.
Publicado: (2025)
When Does Persona Prompting Actually Help? A Retrieval and Metric Analysis of Expert Role Injection in LLMs
por: Xiao, Shuai, et al.
Publicado: (2026)
por: Xiao, Shuai, et al.
Publicado: (2026)
When Does Learning Renormalize? Sufficient Conditions for Power Law Spectral Dynamics
por: Zhang, Yizhou
Publicado: (2025)
por: Zhang, Yizhou
Publicado: (2025)
Does Feedback Help in Bandits with Arm Erasures?
por: Karakas, Merve, et al.
Publicado: (2025)
por: Karakas, Merve, et al.
Publicado: (2025)
Harnessing the Power of Reinforcement Learning for Adaptive MCMC
por: Wang, Congye, et al.
Publicado: (2025)
por: Wang, Congye, et al.
Publicado: (2025)
When Does Removing LayerNorm Help? Activation Bounding as a Regime-Dependent Implicit Regularizer
por: Verma, Lucky
Publicado: (2026)
por: Verma, Lucky
Publicado: (2026)
Parametric Scaling Law of Tuning Bias in Conformal Prediction
por: Zeng, Hao, et al.
Publicado: (2025)
por: Zeng, Hao, et al.
Publicado: (2025)
Online Calibrated and Conformal Prediction Improves Bayesian Optimization
por: Deshpande, Shachi, et al.
Publicado: (2021)
por: Deshpande, Shachi, et al.
Publicado: (2021)
Ejemplares similares
-
Split Conformal Prediction under Data Contamination
por: Clarkson, Jase, et al.
Publicado: (2024) -
When Does Value-Aware KV Eviction Help? A Fixed-Contract Diagnostic for Non-Monotone Cache Compression
por: Zhang, Ruijie, et al.
Publicado: (2026) -
Self-Calibrating Conformal Prediction
por: van der Laan, Lars, et al.
Publicado: (2024) -
When and How Does In-Distribution Label Help Out-of-Distribution Detection?
por: Du, Xuefeng, et al.
Publicado: (2024) -
When Does Context Help? A Systematic Study of Target-Conditional Molecular Property Prediction
por: Cheng, Bryan, et al.
Publicado: (2026)