On lower complexity bounds for large-scale smooth convex optimization

Type: Article

Publication Date: 2014-08-13

Citations: 61

DOI: https://doi.org/10.1016/j.jco.2014.08.003

Locations

  • Journal of Complexity - View
  • arXiv (Cornell University) - View - PDF

Similar Works

Action Title Year Authors
+ Reduced complexity methods for large-scale convex optimization 2012 Anatoli Juditsky
Arkadi Nemirovski
+ The exact information-based complexity of smooth convex minimization 2016 Yoel Drori
+ On lower and upper bounds in smooth and strongly convex optimization 2016 ArjevaniYossi
Shalev-ShwartzShai
ShamirOhad
+ On the softplus penalty for large-scale convex optimization 2023 Meng Li
Paul Grigas
Alper Atamtürk
+ Accelerated first-order methods for large-scale convex optimization: nearly optimal complexity under strong convexity 2019 Masoud Ahookhosh
+ First-Order Methods for Large Scale Convex Optimization 2016 Zi Wang
+ PDF Chat Convex Optimization: Algorithms and Complexity 2015 Sébastien Bubeck
+ On the Limits of Computation in Non-convex Optimization 2018 Pãnos M. Pardalos
+ Efficient and cheap bounds for (standard) quadratic optimization 2005 Immanuel M. Bomze
Marco Locatelli
Fabio Tardella
+ A Rigorous Lower Bound for the Optimal Value of Convex Optimization Problems 2003 Christian Jansson
+ Large-scale Nonseparable Convex Optimization 1995 박구현
+ Convex Optimization and Extensions, with a View Toward Large-Scale Problems 2020 Wenbo Gao
+ PDF Chat Refining asymptotic complexity bounds for nonconvex optimization methods, including why steepest descent is $o(\epsilon^{-2})$ rather than $\mathcal{O}(\epsilon^{-2})$ 2024 Serge Gratton
Chee-Khian Sim
Philippe L. Toint
+ Achieving Optimal Complexity Guarantees for a Class of Bilevel Convex Optimization Problems 2024 Sepideh Samadi
Daniel Burbano
Farzad Yousefian
+ Large Scale Convex Quadratic Programming. 1975 Edward Joseph Gainer
+ On large-scale unconstrained optimization and arbitrary regularization 2021 J. M. Martı́nez
Lúcio T. Santos
+ Iterative Methods for Large Scale Convex Optimization 2017 Thomas Katsekpor
+ On duality bound methods for nonconvex global optimization 2006 Hoàng Tụy
+ Approximation accuracy, gradient methods, and error bound for structured convex optimization 2010 Paul Tseng
+ Convex Optimization Algorithms 2015 Dimitri P. Bertsekas