Ya-xiang Yuan

Latest

• First-order methods on bounded-rank tensors converging to stationary points
• A space-decoupling framework for optimization on bounded-rank matrices with orthogonally invariant constraints
• LancBiO: dynamic Lanczos-aided bilevel optimization via Krylov subspace
• Bilevel reinforcement learning via the development of hyper-gradient without lower-level convexity
• Low-rank optimization on Tucker tensor varieties
• Desingularization of bounded-rank tensor sets
• Riemannian preconditioned algorithms for tensor completion via tensor ring decomposition
• Optimization on product manifolds under a preconditioned metric
• Parallelizable algorithms for optimization problems with orthogonality constraints
• A new first-order algorithmic framework for optimization problems with orthogonality constraints
• First-order algorithms for optimization problems with orthogonality constraints
• On the Łojasiewicz exponent of the quadratic sphere constrained optimization problem