Can you trust your model's uncertainty? Evaluating predictive uncertainty under dataset shift 论文

2019arXiv (Cornell University)引用 368

Adversarial Robustness in Machine LearningExplainable Artificial Intelligence (XAI)Anomaly Detection Techniques and Applications

人工智能 Anomaly Detection Techniques and Applications Adversarial Robustness in Machine Learning Explainable Artificial Intelligence (XAI)

相关技术:Adversarial Robustness in Machine Learning Anomaly Detection Techniques and Applications

Can you trust your model's uncertainty? Evaluating predictive uncertainty under dataset shift · 作者

Jasper Snoek

Balaji Lakshminarayanan

Joshua V. Dillon

Sebastian Nowozin

D. Sculley

Zachary Nado

Emily Fertig

Yaniv Ovadia