Optimization and Learning with Information Streams: Time-varying algorithms and applications
- Emiliano Dall'Anese
- Andrea Simonetto
- et al.
- 2020
- IEEE SPM
Paper
Publications
9 results for Stephen Becker
Robust partially-compressed least-squares
- Stephen Becker
- Ban Kawas
- et al.
- 2017
- AAAI 2017
Conference paperDesigning statistical estimators that balance sample size, risk, and computational cost
- John J. Bruer
- Joel A. Tropp
- et al.
- 2015
- IEEE JSTSP
PaperGeneral optimization framework for robust and regularized 3D fwi
- Stephen Becker
- Lior Horesh
- et al.
- 2015
- EAGE 2015
Conference paperQUIC & DIRTY: A quadratic approximation approach for dirty statistical models
- Cho-Jui Hsieh
- Inderjit S. Dhillon
- et al.
- 2014
- NeurIPS 2014
Conference paperJoint low-rank representation and matrix completion under a singular value thresholding framework
- Christos Tzagkarakis
- Stephen Becker
- et al.
- 2014
- EUSIPCO 2014
Conference paperA variational approach to stable principal component pursuit
- Aleksandr Aravkin
- Stephen Becker
- et al.
- 2014
- UAI 2014
Conference paperMetric learning with rank and sparsity constraints
- Bubacarr Bah
- Stephen Becker
- et al.
- 2014
- ICASSP 2014
Conference paperConvex optimization for big data: Scalable, randomized, and parallel algorithms for big data analytics
- Volkan Cevher
- Stephen Becker
- et al.
- 2014
- IEEE SPM
Paper