Kaiyi Ji

activity

20232026

most citedImperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot Autonomy

12 citations · 18 across the 11 of their papers we have counts for

collaborators

Showing math.OCShow all

1 paper · 1 filter

math.OC2023

Achieving $O (ε^{- 1.5})$ Complexity in Hessian/Jacobian-free Stochastic Bilevel Optimization

Yifan Yang, Peiyao Xiao, Kaiyi Ji

In this paper, we revisit the bilevel optimization problem, in which the upper-level objective function is generally nonconvex and the lower-level objective function is strongly co…

Achieving O(ε−1.5) Complexity in Hessian/Jacobian-free Stochastic Bilevel Optimization

Achieving $O (ε^{- 1.5})$ Complexity in Hessian/Jacobian-free Stochastic Bilevel Optimization