Sina Mohseni
Nvidia (United States)(US)
Publications by Year
Research Areas
Explainable Artificial Intelligence (XAI), Adversarial Robustness in Machine Learning, Anomaly Detection Techniques and Applications, Data Visualization and Analytics, Ethics and Social Impacts of AI
Most-Cited Works
- → A Multidisciplinary Survey and Framework for Design and Evaluation of Explainable AI Systems(2021)172 cited
- → Self-Supervised Learning for Generalizable Out-of-Distribution Detection(2020)148 cited
- → The Effects of Meaningful and Meaningless Explanations on Trust and Perceived System Accuracy in Intelligent Systems(2019)105 cited
- → XFake: Explainable Fake News Detector with Visualizations(2019)101 cited
- A Survey of Evaluation Methods and Measures for Interpretable Machine Learning(2018)
- → Practical Solutions for Machine Learning Safety in Autonomous Vehicles(2019)51 cited
- → A Human-Grounded Evaluation Benchmark for Local Explanations of Machine Learning(2018)46 cited
- → Quantitative Evaluation of Machine Learning Explanations: A Human-Grounded Benchmark(2021)45 cited
- → Taxonomy of Machine Learning Safety: A Survey and Primer(2022)42 cited
- → Competition over Resources: A New Optimization Algorithm Based on Animals Behavioral Ecology(2014)39 cited