arXiv (All)
open access
Optimal Stochastic Bilevel Optimization with First-Order Oracles
We study nonconvex--strongly-convex bilevel optimization under a stochastic first-order oracle. We introduce MRT-FD, a single-loop first-order method that simultaneously tracks the upper-level variable, the lower-level solution, and the auxiliary response arising from implicit differentiation of the
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- Stochastic Bilevel Optimization with Heavy-Tailed Noise#1104884
- SGHA: A Single-Loop Fully First-Order Algorithm for Nonconvex-Strongly-Convex Bilevel Optimization#482143
- A Hybrid Subgradient Method for Nonsmooth Nonconvex Bilevel Optimization#160891
- Riemannian Bilevel Optimization with Gradient Aggregation#1084064
- Regularized extragradient method for structured bilevel optimization in continuous and discrete time#926215
Record · ID 1157114
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive