3 citations · 5 across the 5 of their papers we have counts for
5 papers
Matrix-Valued Optimism is Matrix-Valued Augmentation: Additive Hybrid Designs for Constrained Optimization
Jiayi Zhao
Augmented Lagrangian and optimistic primal--dual methods stabilize equality-constrained optimization through seemingly different mechanisms: the former adds constraint-dependent pr…
Tâtonnement in Homothetic Fisher Markets
Denizalp Goktas, Jiayi Zhao, Amy Greenwald
A prevalent theme in the economics and computation literature is to identify natural price-adjustment processes by which sellers and buyers in a market can discover equilibrium pri…
Fisher Markets with Social Influence
Jiayi Zhao, Denizalp Goktas, Amy Greenwald
A Fisher market is an economic model of buyer and seller interactions in which each buyer's utility depends only on the bundle of goods she obtains. Many people's interests, howeve…
Zero-Sum Stochastic Stackelberg Games
Denizalp Goktas, Jiayi Zhao, Amy Greenwald
Zero-sum stochastic games have found important applications in a variety of fields, from machine learning to economics. Work on this model has primarily focused on the computation…
Robust No-Regret Learning in Min-Max Stackelberg Games
Denizalp Goktas, Jiayi Zhao, Amy Greenwald
The behavior of no-regret learning algorithms is well understood in two-player min-max (i.e, zero-sum) games. In this paper, we investigate the behavior of no-regret learning in mi…