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  • 10 Similar Profiles
Compressed sensing Engineering & Materials Science
Sampling Engineering & Materials Science
Glossaries Engineering & Materials Science
Recovery Engineering & Materials Science
Channel estimation Engineering & Materials Science
Maximum likelihood Engineering & Materials Science
Signal reconstruction Engineering & Materials Science
Signal detection Engineering & Materials Science

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Projects 2010 2022

Research Output 2005 2018

  • 48 Conference contribution
  • 16 Article
  • 3 Conference article
  • 1 Chapter

Minimax Lower Bounds for Noisy Matrix Completion under Sparse Factor Models

Sambasivan, A. V. & Haupt, J. D. May 1 2018 In : IEEE Transactions on Information Theory. 64, 5, p. 3274-3285 12 p.

Research output: Contribution to journalArticle

Maximum likelihood estimation
Error analysis
Maximum likelihood
scenario
corruption
1 Citations

A Compressed Sensing Based Decomposition of Electrodermal Activity Signals

Jain, S., Oswal, U., Xu, K. S., Eriksson, B. & Haupt, J. Sep 1 2017 In : IEEE Transactions on Biomedical Engineering. 64, 9, p. 2142-2151 10 p., 7755834

Research output: Contribution to journalArticle

Compressed sensing
Decomposition
Recovery
Stress analysis
Wearable sensors
3 Citations

A dictionary based generalization of robust PCA

Rambhatla, S., Li, X. & Haupt, J. Apr 19 2017 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1315-1319 5 p. 7906054

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Glossaries
Phase transitions
Decomposition

Convolutional approximations to linear dimensionality reduction operators

Jain, S. & Haupt, J. Jun 16 2017 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5885-5889 5 p. 7953285

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data storage equipment

Group-level support recovery guarantees for group lasso estimator

Kadkhodaie Elyaderani, M., Jain, S., Druce, J., Gonella, S. & Haupt, J. Jun 16 2017 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4366-4370 5 p. 7952981

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recovery
Statistical Models