CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks. Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training. Low Frequency Adversarial Perturbation. Deep learning to represent sub-grid processes in climate models. Robust and Scalable Differentiable Neura …