Scope Compliance Uncertainty Estimate

17 December 2023

Papers citing "Scope Compliance Uncertainty Estimate"

9 / 9 papers shown

Title
Keep your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring Al-Harith Farhad Ioannis Sorokos Andreas Schmidt Mohammed Naveed Akram Koorosh Aslansefat Daniel Schneider 88 3 0 11 Jul 2022
StaDRe and StaDRo: Reliability and Robustness Estimation of ML-based Forecasting using Statistical Distance Measures Mohammed Naveed Akram Akshatha Ambekar Ioannis Sorokos Koorosh Aslansefat Daniel Schneider OOD 43 3 0 17 Jun 2022
Efficient Certification of Spatial Robustness Anian Ruoss Maximilian Baader Mislav Balunović Martin Vechev AAML 56 26 0 19 Sep 2020
SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure Koorosh Aslansefat Ioannis Sorokos D. Whiting Ramin Tavakoli Kolagari Y. Papadopoulos 53 38 0 27 May 2020
Importance-Driven Deep Learning System Testing Simos Gerasimou Hasan Ferit Eniser A. Sen Alper Çakan AAML VLM 80 98 0 09 Feb 2020
Detection and Mitigation of Rare Subclasses in Deep Neural Network Classifiers Colin Paterson R. Calinescu Chiara Picardi 61 4 0 28 Nov 2019
A Provable Defense for Deep Residual Networks M. Mirman Gagandeep Singh Martin Vechev 44 26 0 29 Mar 2019
Benchmarking Neural Network Robustness to Common Corruptions and Perturbations Dan Hendrycks Thomas G. Dietterich OOD VLM 174 3,435 0 28 Mar 2019
Artificial Intelligence Safety and Cybersecurity: a Timeline of AI Failures Roman V. Yampolskiy M. S. Spellchecker 33 86 0 25 Oct 2016