Akiko Takeda

Fast Frank–Wolfe Algorithms with Adaptive Bregman Step-Size for Weakly Convex Functions

Improving Convergence Guarantees of Random Subspace Second-order Algorithm for Nonconvex Optimization

Efficient Optimization with Orthogonality Constraint: a Randomized Riemannian Submanifold Method

On the Role of Label Noise in the Feature Learning Process

Efficient optimization with orthogonality constraint: a randomized Riemannian submanifold method

The Role of Label Noise in the Feature Learning Process

Modified K-means Algorithm with Local Optimality Guarantees