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Workshop
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Formal Controller Synthesis for Stochastic Dynamical Models with Epistemic Uncertainty
Thom Badings · Licio Romao · Alessandro Abate · Nils Jansen
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Workshop
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Fri 12:15
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Comparison of Uncertainty Quantification in Time Series Regression
Levente Foldesi · Matias Valdenegro-Toro
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Workshop
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Uncertainty quantification methods for ML-based surrogate models of scientific applications
Kishore Basu · Yujia Hao · Delphine Hintz · Dev Shah · Aaron Palmer · Gurpreet Singh Hora · Darian Nwankwo · Laurent White
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Workshop
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UATTA-ENS: Uncertainty Aware Test Time Augmented Ensemble for PIRC Diabetic Retinopathy Detection
Pratinav Seth · Adil Khan · Ananya Gupta · Saurabh Mishra · Akshat Bhandari
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Workshop
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Exploring the Relationship Between Model Prediction Uncertainty and Gradient Inversion Attack Vulnerability for Federated Learning-Based Diabetic Retinopathy Grade Classification
Christopher Nielsen · Nils Daniel Forkert
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Workshop
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On the Ramifications of Human Label Uncertainty
Chen Zhou · Mohit Prabhushankar · Ghassan AlRegib
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Workshop
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Exploring the Relationship Between Model Prediction Uncertainty and Gradient Inversion Attack Vulnerability for Federated Learning-Based Diabetic Retinopathy Grade Classification
Christopher Nielsen · Nils Daniel Forkert
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Workshop
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Multivariate Prediction Intervals for Random Forests
Brendan Folie · Maxwell Hutchinson
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Workshop
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Learning Uncertainties the Frequentist Way: Calibration and Correlation in High Energy Physics
Rikab Gambhir · Jesse Thaler · Benjamin Nachman
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Workshop
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Towards Certifiably Safe Nonlinear Control with Sensor and Dynamics Uncertainties - Sarah Dean & Andrew Taylor
Hamidreza Kasaei
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Workshop
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Uncertainty Aware Deep Learning for Particle Accelerators
Kishansingh Rajput · Malachi Schram · Karthik Somayaji NS
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Affinity Workshop
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Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty
Amelia Jiménez-Sánchez · Diana Mateus · Sonja Kirchhoff · Chlodwig Kirchhoff · Peter Biberthaler · Nassir Navab · Miguel A. González Ballester · Gemma Piella
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