Generalization Error Lower Bounds for Nonlinear Learning Models Read more about Generalization Error Lower Bounds for Nonlinear Learning Models
When Sinkhorn-Knopp meets Marchenko-Pastur: simple diagonal scaling reveals the rank of a count matrix Read more about When Sinkhorn-Knopp meets Marchenko-Pastur: simple diagonal scaling reveals the rank of a count matrix
Incorporating Invariance to Reduce the Complexity of Parametric Models Read more about Incorporating Invariance to Reduce the Complexity of Parametric Models
Linear Multistel Methods for Learning Dynamics Read more about Linear Multistel Methods for Learning Dynamics
Graph Convolutional Neural Networks: The Mystery of Generalization Read more about Graph Convolutional Neural Networks: The Mystery of Generalization
Transport methods for likelihood-free inference and nonlinear filtering Read more about Transport methods for likelihood-free inference and nonlinear filtering
Overparameterized and Adversarially Robust Sparse Models Read more about Overparameterized and Adversarially Robust Sparse Models