Andrew Slavin Ross
North Dakota State University(US)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Explainable Artificial Intelligence (XAI), Machine Learning and Data Classification, Sepsis Diagnosis and Treatment, Energy Load and Power Forecasting
Most-Cited Works
- → Tackling Climate Change with Machine Learning(2022)780 cited
- → Changing the intellectual climate(2014)501 cited
- → Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing Their Input Gradients(2018)452 cited
- → Endotoxaemia in patients with severe sepsis or septic shock(2000)60 cited
- → Benchmarking of Machine Learning Ocean Subgrid Parameterizations in an Idealized Model(2022)59 cited
- → Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations(2017)51 cited
- → Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning(2019)45 cited
- → Human-in-the-Loop Interpretability Prior(2018)45 cited