CS-WCP: Robust Conformal Sets for LLM-Judge Traffic Shifts with Uncertain Group Proportions
cs.LG
Submitted: 2026-08-23
Updated: 2026-08-23
Terminology
Sources
- Domain-Shift-Aware Conformal Prediction for Large Language Models
- PAC Prediction Sets Under Label Shift
- Weight Clipping for Robust Conformal Inference under Unbounded Covariate Shifts
- Conformal Prediction Adaptive to Unknown Subpopulation Shifts
Related papers
- Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation
- AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
- Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation
- Convergence issues in Relational Concept Analysis based on AOC-posets
- Beliefs Beyond Posteriors: Local-Consistency Optimisation for Bayesian Neural Networks
- Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks