40 citations · 78 across the 21 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
math.OC2022
Solving Stackelberg Prediction Game with Least Squares Loss via Spherically Constrained Least Squares Reformulation
Jiali Wang, Wen Huang, Rujun Jiang +2
The Stackelberg prediction game (SPG) is popular in characterizing strategic interactions between a learner and an attacker. As an important special case, the SPG with least square…
cs.LG2022
Data-Driven Minimax Optimization with Expectation Constraints
Shuoguang Yang, Xudong Li, Guanghui Lan
Attention to data-driven optimization approaches, including the well-known stochastic gradient descent method, has grown significantly over recent decades, but data-driven constrai…