Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

Date

Start

End

Featured collections

Popular topics

8 results at SIOPT

Graph topology invariant gradient and sampling complexity for decentralized and stochastic optimization
- - Guanghui Lan
  - Yuyuan Ouyang
  - et al.
- 2023
- SIOPT
On the convergence of mirror descent beyond stochastic convex programming
- - Zhengyuan Zhou
  - Panayotis Mertikopoulos
  - et al.
- 2020
- SIOPT
Toward breaking the curse of dimensionality: An fptas for stochastic dynamic programs with multidimensional actions and scalar states
- - Nir Halman
  - Giacomo Nannicini
- 2019
- SIOPT
On sampling rates in simulation-based recursions
- - Raghu Pasupathy
  - Peter W. Glynn
  - et al.
- 2018
- SIOPT
On the polyhedrality of closures of multibranch split sets and other polyhedra with bounded max-facet-width
- - Sanjeeb Dash
  - Oktay Günlük
  - et al.
- 2017
- SIOPT
Variational properties of value functions
- - Aleksandr Y. Aravkin
  - James V. Burke
  - et al.
- 2013
- SIOPT
A complete characterization of the gap between convexity and sos-convexity
- - Amir Ali Ahmadi
  - Pablo A. Parrilo
- 2013
- SIOPT
A derivative-free algorithm for least-squares minimization
- - Hongchao Zhang
  - Andrew R. Conn
  - et al.
- 2010
- SIOPT