Projects per year
Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
- 1 Similar Profiles
Compressed sensing
Engineering & Materials Science
Glossaries
Engineering & Materials Science
Sampling
Engineering & Materials Science
Recovery
Engineering & Materials Science
learning
Physics & Astronomy
Channel estimation
Engineering & Materials Science
Tensors
Engineering & Materials Science
Signal reconstruction
Engineering & Materials Science
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects 2010 2024
NRT-WOU: Research Training Opportunities in the Nascent Field of Multi-Messenger Astrophysics
Mandic, V., Boley, D. L., Haupt, J. D., Jones, G. & Scarlata, C. M.
9/1/19 → 8/31/24
Project: Research project
Research
Imaging Human Brain Function with Minimal Mobility Restr
Garwood, M., Adriany, G., Ghose, G. M. & Haupt, J. D.
NIH NATL INST OF BIOMEDICAL IM
9/30/17 → 6/30/22
Project: Research project
Neuroimaging
Fundamental Analyses and Techniques of Plenoptic Imaging
Leger, J. R., Haupt, J. D., Meyer, G. W. & Talghader, J. J.
USDOD DEFENSE ADV RES PROJECTS
1/18/16 → 7/31/20
Project: Research project
laser
vehicle
Model-Based Matrix Completion: A Paradigm for Imputation
SPACE & NAVAL WARFARE SYSTEMS COMMAND
9/25/14 → 3/24/19
Project: Research project
Research Output 2005 2019
Accelerated imaging with segmented 2D pulses using parallel imaging and virtual coils
Mullen, M., Gutierrez, A., Kobayashi, N., Haupt, J. D. & Garwood, M., Aug 1 2019, In : Journal of Magnetic Resonance. 305, p. 185-194 10 p.Research output: Contribution to journal › Article
coils
Imaging techniques
Magnetic Fields
pulses
bandwidth
NoodL: Provable online dictionary learning and sparse coding
Rambhatla, S., Li, X. & Haupt, J. D., Jan 1 2019.Research output: Contribution to conference › Paper
Glossaries
dictionary
coding
learning
Recovery
On fast convergence of proximal algorithms for SQRT-lasso optimization: Don’t worry about its nonsmooth loss function
Li, X., Jiang, H., Haupt, J., Arora, R., Liu, H., Hong, M. & Zhao, T., Jan 1 2019.Research output: Contribution to conference › Paper
Learning systems
Tuning
Experiments
Provably communication-efficient asynchronous distributed inference for convex and nonconvex problems
Ren, J. & Haupt, J. D., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 638-642 5 p. 8646525. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Communication
Learning systems
Signal processing
Experiments
1
Citation
(Scopus)
Symmetry, Saddle Points, and Global Optimization Landscape of Nonconvex Matrix Factorization
Li, X., Lu, J., Arora, R., Haupt, J., Liu, H., Wang, Z. & Zhao, T., Jun 2019, In : IEEE Transactions on Information Theory. 65, 6, p. 3489-3514 26 p., 8675509.Research output: Contribution to journal › Article
Global optimization
Factorization
neural network
Learning systems
guarantee