Monotone vector fields and the proximal point algorithm on Hadamard manifolds
The maximal monotonicity notion in Banach spaces is extended to Riemannian manifolds of
nonpositive sectional curvature, Hadamard manifolds, and proved to be equivalent to the …
nonpositive sectional curvature, Hadamard manifolds, and proved to be equivalent to the …
Equilibrium problems in Hadamard manifolds
An equilibrium theory is developed in Hadamard manifolds. The existence of equilibrium
points for a bifunction is proved under suitable conditions, and applications to variational …
points for a bifunction is proved under suitable conditions, and applications to variational …
Firmly nonexpansive mappings in classes of geodesic spaces
Firmly nonexpansive mappings play an important role in metric fixed point theory and
optimization due to their correspondence with maximal monotone operators. In this paper …
optimization due to their correspondence with maximal monotone operators. In this paper …
First-order algorithms for min-max optimization in geodesic metric spaces
From optimal transport to robust dimensionality reduction, many machine learning
applicationscan be cast into the min-max optimization problems over Riemannian manifolds …
applicationscan be cast into the min-max optimization problems over Riemannian manifolds …
Weak sharp minima on Riemannian manifolds
This is the first paper dealing with the study of weak sharp minima for constrained
optimization problems on Riemannian manifolds, which are important in many applications …
optimization problems on Riemannian manifolds, which are important in many applications …
Variational inequalities for set-valued vector fields on Riemannian manifolds: convexity of the solution set and the proximal point algorithm
We consider variational inequality problems for set-valued vector fields on general
Riemannian manifolds. The existence results of the solution, convexity of the solution set …
Riemannian manifolds. The existence results of the solution, convexity of the solution set …
Existence of solutions for variational inequalities on Riemannian manifolds
We establish the existence and uniqueness results for variational inequality problems on
Riemannian manifolds and solve completely the open problem proposed in [SZ Németh …
Riemannian manifolds and solve completely the open problem proposed in [SZ Németh …
Monotone and accretive vector fields on Riemannian manifolds
The relationship between monotonicity and accretivity on Riemannian manifolds is studied
in this paper and both concepts are proved to be equivalent in Hadamard manifolds. As a …
in this paper and both concepts are proved to be equivalent in Hadamard manifolds. As a …
Gradient descent ascent for minimax problems on Riemannian manifolds
In the paper, we study a class of useful minimax problems on Riemanian manifolds and
propose a class of effective Riemanian gradient-based methods to solve these minimax …
propose a class of effective Riemanian gradient-based methods to solve these minimax …
Resolvents of set-valued monotone vector fields in Hadamard manifolds
Firmly nonexpansive mappings are introduced in Hadamard manifolds, a particular class of
Riemannian manifolds with nonpositive sectional curvature. The resolvent of a set-valued …
Riemannian manifolds with nonpositive sectional curvature. The resolvent of a set-valued …