Equilibrium problems in Hadamard manifolds

V Colao, G López, G Marino… - Journal of Mathematical …, 2012 - Elsevier
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 …

First-order algorithms for min-max optimization in geodesic metric spaces

M Jordan, T Lin… - Advances in Neural …, 2022 - proceedings.neurips.cc
From optimal transport to robust dimensionality reduction, many machine learning
applicationscan be cast into the min-max optimization problems over Riemannian manifolds …

Weak sharp minima on Riemannian manifolds

C Li, BS Mordukhovich, J Wang, JC Yao - SIAM Journal on Optimization, 2011 - SIAM
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 …

Extragradient Type Methods for Riemannian Variational Inequality Problems

Z Hu, G Wang, X Wang, A Wibisono… - International …, 2024 - proceedings.mlr.press
In this work, we consider monotone Riemannian Variational Inequality Problems (RVIPs),
which encompass both Riemannian convex optimization and minimax optimization as …

Variational inequalities for set-valued vector fields on Riemannian manifolds: convexity of the solution set and the proximal point algorithm

C Li, JC Yao - SIAM Journal on Control and Optimization, 2012 - SIAM
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 …

Gradient descent ascent for minimax problems on Riemannian manifolds

F Huang, S Gao - IEEE Transactions on Pattern Analysis and …, 2023 - ieeexplore.ieee.org
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 …

Resolvents of set-valued monotone vector fields in Hadamard manifolds

C Li, G López, V Martín-Márquez, JH Wang - Set-Valued and Variational …, 2011 - Springer
Firmly nonexpansive mappings are introduced in Hadamard manifolds, a particular class of
Riemannian manifolds with nonpositive sectional curvature. The resolvent of a set-valued …

The KKT optimality conditions for optimization problem with interval-valued objective function on Hadamard manifolds

S Chen - Optimization, 2022 - Taylor & Francis
In this paper, we study the Karush–Kuhn–Tucker optimality conditions in an optimization
problem with interval-valued objective function on Hadamard manifolds. The gH-directional …

Modified inertial Tseng method for solving variational inclusion and fixed point problems on Hadamard manifolds

HA Abass, OK Oyewole, LO Jolaoso… - Applicable …, 2024 - Taylor & Francis
In this article, we introduce a forward–backward splitting method with a new step size rule for
finding a singularity point of an inclusion problem which is defined by means of a sum of a …

A new approach to the proximal point method: convergence on general Riemannian manifolds

G de Carvalho Bento, JX da Cruz Neto… - Journal of Optimization …, 2016 - Springer
In this paper, we present a new approach to the proximal point method in the Riemannian
context. In particular, without requiring any restrictive assumptions about the sign of the …