A Survey on AI Assurance

15 November 2021

Papers citing "A Survey on AI Assurance"

17 / 17 papers shown

Title
On the Promise for Assurance of Differentiable Neurosymbolic Reasoning Paradigms Luke E. Richards Jessie Yaros Jasen Babcock Coung Ly Robin Cosbey Timothy Doster Cynthia Matuszek NAI 62 0 0 13 Feb 2025
Towards Assurance of LLM Adversarial Robustness using Ontology-Driven Argumentation Tomas Bueno Momcilovic Beat Buesser Giulio Zizzo Mark Purcell Tomas Bueno Momcilovic AAML 20 2 0 10 Oct 2024
Aligning Model Properties via Conformal Risk Control William Overman Jacqueline Jil Vallon Mohsen Bayati 27 2 0 26 Jun 2024
A Review of Cybersecurity Incidents in the Food and Agriculture Sector Ajay Kulkarni Yingjie Wang Munisamy Gopinath Dan Sobien Abdul Rahman Feras A. Batarseh 19 5 0 12 Mar 2024
Advancing AI Audits for Enhanced AI Governance Arisa Ema Ryo Sato Tomoharu Hase Masafumi Nakano Shinji Kamimura Hiromu Kitamura 12 0 0 26 Nov 2023
MedISure: Towards Assuring Machine Learning-based Medical Image Classifiers using Mixup Boundary Analysis Adam Byfield William Poulett Ben Wallace Anusha Jose Shatakshi Tyagi Smita Shembekar Adnan Qayyum Junaid Qadir Muhammad Bilal 11 0 0 23 Nov 2023
Ovarian Cancer Data Analysis using Deep Learning: A Systematic Review from the Perspectives of Key Features of Data Analysis and AI Assurance Muta Tah Hira M. Razzaque Mosharraf Sarker 19 0 0 20 Nov 2023
Multi-variable Hard Physical Constraints for Climate Model Downscaling Jose González-Abad Álex Hernández-García P. Harder David Rolnick José Manuel Gutiérrez AI4Cl 18 3 0 02 Aug 2023
ExClaim: Explainable Neural Claim Verification Using Rationalization Sai Gurrapu Lifu Huang Feras A. Batarseh AAML 11 8 0 21 Jan 2023
Rationalization for Explainable NLP: A Survey Sai Gurrapu Ajay Kulkarni Lifu Huang Ismini Lourentzou Laura J. Freeman Feras A. Batarseh 23 31 0 21 Jan 2023
A Mapping of Assurance Techniques for Learning Enabled Autonomous Systems to the Systems Engineering Lifecycle Christian Ellis Maggie B. Wigness L. Fiondella 27 1 0 30 Dec 2022
System Cards for AI-Based Decision-Making for Public Policy Furkan Gursoy I. Kakadiaris MLAU 8 13 0 01 Mar 2022
AI Assurance using Causal Inference: Application to Public Policy A. Svetovidov Abdul Rahman Feras A. Batarseh CML 11 1 0 01 Dec 2021
Outlier Detection using AI: A Survey Md. Nazmul Kabir Sikder Feras A. Batarseh 25 22 0 01 Dec 2021
Statistical Perspectives on Reliability of Artificial Intelligence Systems Yili Hong J. Lian Li Xu Jie Min Yueyao Wang Laura J. Freeman Xinwei Deng 19 30 0 09 Nov 2021
Empirically Measuring Transfer Distance for System Design and Operation Tyler Cody Stephen C. Adams Peter A. Beling 11 12 0 02 Jul 2021
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 286 4,143 0 23 Aug 2019