- k-Subspaces with Missing Data
Laura Balzano, Arthur Szlam, Benjamin Recht, and Robert Nowak.
To appear at the Statistical Signal Processing workshop, August 2012. [ pdf ]
- Incremental Gradient on the Grassmannian for Online Foreground and Background Separation in Subsampled Video
Jun He, Laura Balzano, and Arthur Szlam.
The Conference on Computer Vision and Pattern Recognition (CVPR), June 2012.
[ pdf ]
[ slides ]
- High-Rank Matrix Completion
Laura Balzano, Brian Eriksson, and Robert Nowak.
Proceedings of AI Stats, April 2012. [ pdf ]
A complete report can be found here. A youtube video of my poster presentation of this work at the ITA workshop can be found here.
- Rank Minimization over Finite
Vincent Y. F. Tan, Laura Balzano, and Stark C. Draper.
Proceedings of the International
Symposium on Information Theory (ISIT), August 2011.
[ pdf ]
- On the Success of Network
Inference using a Markov Routing Model
Laura Balzano, Robert Nowak, and Matthew Roughan. Proceedings of the
International Conference on Acoustics, Speech, and Signal Processing
All proofs for the results can be found
here, in the complete technical report.
- Column Subset
Selection with Missing Data
Nowak, and Waheed Bajwa. Spotlight poster at the NIPS workshop on
Low-Rank Methods for Large-Scale Machine Learning, December 2010.
[ pdf ]
- Online Identification and Tracking of
Highly Incomplete Information
Laura Balzano, Robert
and Benjamin Recht. Proceedings of the
Allerton Conference on Communication, Control and Computing, September
2010. [ pdf
][ arxiv ][ bibtex ]
- High-Dimensional Matched
Subspace Detection when
Data are Missing
Laura Balzano, Benjamin Recht, and Robert Nowak.
Proceedings of the
International Symposium on Information Theory (ISIT), June 2010.
- Blind Calibration of Sensor Networks
Laura Balzano and Robert Nowak. Information Processing in Sensor
][ bibtex ]
- Designing Wireless Sensor Networks as a
for Sustainable Development
Nithya Ramanathan, Laura Balzano, Deborah Estrin, Mark
Thomas Harmon, Jenny Jay, William Kaiser, Gaurav Sukhatme.
International Conference on Information and Communication
Technologies and Development, May 2006. (Presented as a
[ pdf ][