Tag: First-Order Methods

All the articles with the tag "First-Order Methods".

• Differentially Private Bilevel Optimization

  Published: 14 May, 2025 |  at  11:12 AM

  

  92.72 🤔

  This paper introduces the first differentially private first-order algorithms for bilevel optimization, ensuring privacy with theoretical convergence guarantees for hypergradient norms in both empirical and population settings while avoiding Hessian computations.