Andrew Slavin Ross
- Tackling Climate Change with Machine Learning
2019/06/10 by David Rolnick, Priya L. Donti, Rolnick, David +48 · 16 voices · 21 citations
Engineering · Environmental Science · #cs.CY #cs.AI #cs.LG #stat.ML
- Right for the Right Reasons: Training Differentiable Models by\n Constraining their Explanations
2017/03/10 by Andrew Slavin Ross, Ross, Andrew Slavin, Michael C. Hughes +4 · 1 voice · 28 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification
- Improving the Adversarial Robustness and Interpretability of Deep Neural\n Networks by Regularizing their Input Gradients
2017/11/26 by Andrew Slavin Ross, Ross, Andrew Slavin, Finale Doshi‐Velez +1 · 49 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
- Learning Key-Value Store Design
2019/07/11 by Stratos Idreos, Idreos, Stratos, Niv Dayan +20 · 2 voices
Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Parallel Computing and Optimization Techniques #cs.DB #cs.LG