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.
- 11 Similar Profiles
Compressed sensing
Engineering & Materials Science
Glossaries
Engineering & Materials Science
Sampling
Engineering & Materials Science
Recovery
Engineering & Materials Science
Channel estimation
Engineering & Materials Science
Tensors
Engineering & Materials Science
Signal reconstruction
Engineering & Materials Science
Maximum likelihood
Engineering & Materials Science
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects 2010 2022
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 → 4/30/20
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
Spectral Tweets: A Community Paradigm for Spatio-tempora
Sidiropoulos, N., Giannakis, G. B. & Haupt, J. D.
9/1/12 → 8/31/16
Project: Research project
Research Output 2005 2019
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
Symmetry, Saddle Points, and Global Optimization Landscape of Nonconvex Matrix Factorization
Li, X., Lu, J., Arora, R., Haupt, J. D., Liu, H., Wang, Z. & Zhao, T., Jun 1 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
TensorMap: Lidar-based topological mapping and localization VIA tensor decompositions
Rambhatla, S., Sidiropoulos, N. & 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. 1368-1372 5 p. 8646665. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Tensors
Decomposition
Sensors
Zeroth-order stochastic projected gradient descent for nonconvex optimization
Liu, S., Li, X., Chen, P. Y., Haupt, J. D. & Amini, L., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1179-1183 5 p. 8646618. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2
Citations
(Scopus)
Communication-Efficient distributed optimization for sparse learning via two-way truncation
Ren, J., Li, X. & Haupt, J. D., Mar 9 2018, 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. 8313109. (2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2017; vol. 2017-December).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Distributed Optimization
Truncation
learning
communication
optimization