Ihler, Sontje

1. Calibration of Model Uncertainty for Dropout Variational Inference
   2020/06/20 by Max-Heinrich Laves, Laves, Max-Heinrich, Sontje Ihler +5 · 5 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Well-calibrated Model Uncertainty with Temperature Scaling for Dropout Variational Inference
   2019/09/30 by Laves, Max-Heinrich, Ihler, Sontje, Kortmann, Karl-Philipp +1 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Recalibration of Aleatoric and Epistemic Regression Uncertainty in\n Medical Imaging
   2021/04/26 by Max-Heinrich Laves, Laves, Max-Heinrich, Sontje Ihler +7 · 1 citation
   Computer Science · Mathematics · #Anomaly Detection Techniques and Applications #Gaussian Processes and Bayesian Inference #Statistical Methods and Inference