Randomized Sketching for Data Fitting

Reducing Operator Complexity in Algebraic Multigrid with Machine Learning Approaches

Efficient Training of Input Convex Neural Networks Using Variable Projection

Linear Programming Approach for Q-Learning

Regularization of ill-posed inverse problems under mixed precision arithmetics

Nonnegative Matrix Factorization for Music - Tuning the NMF Algorithm with Regularization

Smoothing Tensor Factorization on Spatio-Temporal Data

Multiresolution Methods for Convolutional Neural Networks