Machine Learning · Computer Science
Towards Resilient Artificial Intelligence: Survey and Research Issues
Oliver Eigner, Sebastian Eresheim, Peter Kieseberg, Lukas Daniel Klausner +5
2021-09-21
Distributed, Parallel, and Cluster Computing · Computer Science
Pattern-based Modeling of High-Performance Computing Resilience
Saurabh Hukerikar, Christian Engelmann
2017-10-10
Machine Learning · Computer Science
A Holistic Assessment of the Reliability of Machine Learning Systems
Anthony Corso, David Karamadian, Romeo Valentin, Mary Cooper +1
2023-08-01
Machine Learning · Computer Science
Being Robust (in High Dimensions) Can Be Practical
Ilias Diakonikolas, Gautam Kamath, Daniel M. Kane, Jerry Li +2
2018-03-14
Software Engineering · Computer Science
Doubt and Redundancy Kill Soft Errors -- Towards Detection and Correction of Silent Data Corruption in Task-based Numerical Software
Philipp Samfass, Tobias Weinzierl, Anne Reinarz, Michael Bader
2021-11-01
Distributed, Parallel, and Cluster Computing · Computer Science
Resiliency in Numerical Algorithm Design for Extreme Scale Simulations
Emmanuel Agullo, Mirco Altenbernd, Hartwig Anzt, Leonardo Bautista-Gomez +32
2020-10-27
Machine Learning · Computer Science
Balancing Privacy, Robustness, and Efficiency in Machine Learning
Youssef Allouah, Rachid Guerraoui, John Stephan
2025-06-27
Hardware Architecture · Computer Science
Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems
Shail Dave, Alberto Marchisio, Muhammad Abdullah Hanif, Amira Guesmi +3
2022-06-22
Distributed, Parallel, and Cluster Computing · Computer Science
Resilience Design Patterns: A Structured Approach to Resilience at Extreme Scale
Saurabh Hukerikar, Christian Engelmann
2017-11-01
Robotics · Computer Science
Beyond Robustness: A Taxonomy of Approaches towards Resilient Multi-Robot Systems
Amanda Prorok, Matthew Malencia, Luca Carlone, Gaurav S. Sukhatme +2
2021-09-28
Machine Learning · Statistics
Robust Classification of Financial Risk
Suproteem K. Sarkar, Kojin Oshiba, Daniel Giebisch, Yaron Singer
2018-11-28
Distributed, Parallel, and Cluster Computing · Computer Science
Exploiting the Tradeoff between Program Accuracy and Soft-error Resiliency Overhead for Machine Learning Workloads
Qingchuan Shi, Hamza Omar, Omer Khan
2017-07-11