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Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare
Arxiv
0+阅读 · 4月15日
Degrees of Freedom in Penalized Regression: Model Selection with Adaptive Penalties
Arxiv
0+阅读 · 4月3日
Aligning Validation with Deployment: Target-Weighted Cross-Validation for Spatial Prediction
Arxiv
0+阅读 · 3月31日
Collision Risk Estimation via Loss Prediction in End-to-End Autonomous Driving
Arxiv
0+阅读 · 2月8日
CVPL: A Geometric Framework for Post-Hoc Linkage Risk Assessment in Protected Tabular Data
Arxiv
0+阅读 · 2月11日
Learning Robust Markov Models for Safe Runtime Monitoring
Arxiv
0+阅读 · 2月16日
Upgrading survival models with CARE
Arxiv
0+阅读 · 2月11日
Supporting Informed Self-Disclosure: Design Recommendations for Presenting AI-Estimates of Privacy Risks to Users
Arxiv
0+阅读 · 1月30日
CoFreeVLA: Collision-Free Dual-Arm Manipulation via Vision-Language-Action Model and Risk Estimation
Arxiv
0+阅读 · 2月3日
Risk Estimation for Automated Driving
Arxiv
0+阅读 · 1月21日
A Mobile Application Front-End for Presenting Explainable AI Results in Diabetes Risk Estimation
Arxiv
0+阅读 · 1月23日
CoFreeVLA: Collision-Free Dual-Arm Manipulation via Vision-Language-Action Model and Risk Estimation
Arxiv
0+阅读 · 1月29日
Grounding or Guessing? Visual Signals for Detecting Hallucinations in Sign Language Translation
Arxiv
0+阅读 · 1月28日
Utilising physics-guided deep learning to overcome data scarcity
Arxiv
0+阅读 · 1月9日
Statistical Foundations of DIME: Risk Estimation for Practical Index Selection
Arxiv
0+阅读 · 1月9日
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