Machine Learning, Artificial Intelligence, Algorithms, Data Science, Deep Learning.
high dimensions and also outperform existing methods in practice. Recently, my colleagues and I have proposed a line of work in non-convex optimization that is guaranteed to recover global optima for various applications such as training neural networks, learning mixtures of generalized linear