📊 Conformal Prediction - Handler4605 · Scour

Enhanced localized conformal prediction with imperfect auxiliary information

🤖Machine Learning Academic

Conformal Prediction for Neural Operators: Distribution-Free Uncertainty Quantification in Physics Simulation

🤖Machine Learning Academic

Conformal Risk-Averse Decision Making with Action Conditional Guarantee

👑Leader Election Academic

Conformal Prediction for Dyadic Regression Under Complex Missingness

🤖Machine Learning Academic

Operator learning for the 2D incompressible Navier-Stokes equations: a conformal prediction approach in the data-scarce regime

🤖Machine Learning Academic

Conformal Risk Prediction for Non-Alcoholic Fatty Liver Disease Using Gradient Boosting with Distribution-Free Coverages

🤖Machine Learning Academic

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model

📇Vector Indexing Academic

Conformal Risk Sharing: Certified Cost Allocation with Participation Guarantees

🔄Eventual Consistency Academic

Predicting Current Outcomes From Historical Survey Data With Weighted Conformal Prediction

🤖Machine Learning Academic

Inference-Time Conformal Reasoning with Valid Factuality Control for Large Language Models

🕸️Graph Theory Academic

SPACR: Single-Pass Adaptive Training of Uncertainty-Aware Conformal Regressors

🤖Machine Learning Academic

UNIQ: Conformal Calibration for Adaptive Conservatism in Offline Reinforcement Learning

👑Leader Election Academic

Less-relevant results

An interpretable and trustworthy AI framework for large-scale longitudinal structure-pain association studies using data from the Osteoarthritis Initiative (OAI...

🤖Machine Learning Academic

Conformal inference for cell type annotation with graph-structured constraints

🧮Constraint Solvers Academic

Co-GLANCE: Uncertainty-Aware Active Perception for Heterogeneous Robot Teaming

💰Cost-Based Optimization Academic

In-Context Graphical Inference

🤖Machine Learning Academic

Uncertainty-Aware Intention Prediction for Human-to-Robot Assembly Teleoperation

🤖Machine Learning Academic

Data augmented bootstrap: Unifying confidence interval construction by approximate invariance

🤖Machine Learning Academic

Caught in the Act(ivation): Toward Pre-Output and Multi-Turn Detection of Credential Exfiltration by LLM Agents

🌸Bloom Filters Academic

Brain-Prompt Injection: A Route-Safety Audit for BCI-LLM Agents

👑Leader Election Academic

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