Distributionally Robust Chance Constrained Programming with Generative Adversarial Networks (GANs). Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis. On the Compressibility of Affinely Singular Random Vectors. Neuron Shapley: Discovering the Responsible Neurons. MSE-Optimal Neural Network Initializat …

Virtual staining for mitosis detection in Breast Histopathology. Approximation Bounds for Random Neural Networks and Reservoir Systems. Generating Higher-Fidelity Synthetic Datasets with Privacy Guarantees. Learning Stochastic Behaviour of Aggregate Data. Supervised Phrase-boundary Embeddings. Learning the Loss Functions in a Discriminative Space f …