2 citations · 2 across the 2 of their papers we have counts for
2 papers
stat.ML2022
A Primal-Dual Approach to Solving Variational Inequalities with General Constraints
Tatjana Chavdarova, Tong Yang, Matteo Pagliardini +1
Yang et al. (2023) recently showed how to use first-order gradient methods to solve general variational inequalities (VIs) under a limiting assumption that analytic solutions of sp…
stat.ML2022★ 2 cited
Solving Constrained Variational Inequalities via a First-order Interior Point-based Method
Tong Yang, Michael I. Jordan, Tatjana Chavdarova
We develop an interior-point approach to solve constrained variational inequality (cVI) problems. Inspired by the efficacy of the alternating direction method of multipliers (ADMM)…