Convex optimization for big data: Scalable, randomized, and parallel algorithms for big data analytics
- Volkan Cevher
- Stephen Becker
- et al.
- 2014
- IEEE SPM
Publications
3540 results for Mathematical Sciences
Facility location with red-blue demands
- Sonika Arora
- Neelima Gupta
- et al.
- 2014
- Operations Research Letters
Robust and trend-following student's T Kalman smoothers
- Aleksandr Y. Aravkin
- James V. Burke
- et al.
- 2014
- SICON
Bayesian regularization via graph Laplacian
- Fei Liu
- Sounak Chakraborty
- et al.
- 2014
- Bayesian Analysis
Learning Bayesian network structure: Towards the essential graph by integer linear programming tools
- Milan Studený
- David Haws
- 2014
- International Journal of Approximate Reasoning
Sparsity-driven synthetic aperture radar imaging: Reconstruction, autofocusing, moving targets, and compressed sensing
- Mujdat Cetin
- Ivana Stojanovic
- et al.
- 2014
- IEEE SPM
Efficient dimensionality reduction for canonical correlation analysis
- Haim Avron
- Christos Boutsidis
- et al.
- 2014
- SIAM Journal on Scientific Computing
CSMA using the Bethe approximation for utility maximization
- Se-Young Yun
- Jinwoo Shin
- et al.
- 2013
- ISIT 2013
Belief propagation for linear programming
- Andrew E. Gelfand
- Jinwoo Shin
- et al.
- 2013
- ISIT 2013
Two way communication over exponential family type channels
- Lav R. Varshney
- 2013
- ISIT 2013