Jarvis Haupt

Associate Professor, ECE, University of Minnesota, Minneapolis

Joined

December 2017

Names

Jarvis Haupt

Emails

****@umn.edu (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Associate Professor

ECE, University of Minnesota, Minneapolis (umn.edu)

2016 – Present

Advisors, Relations & Conflicts

Coauthor

Fatih Porikli

2011 – 2014

Coauthor

Richard Baraniuk

2011 – 2014

Expertise

No areas of expertise listed

Publications

Deploying AI for Signal Processing Education: Selected challenges and intriguing opportunities [Special Issue on Artificial Intelligence for Education: A Signal Processing Perspective]
Jarvis Haupt, Qin Lu, Yanning Shen, Jia Chen, Yue Dong, Dan McCreary, Mehmet Akçakaya, Georgios B. Giannakis
- IEEE Signal Processing Magazine
- Readers: Everyone
Early Directional Convergence in Deep Homogeneous Neural Networks for Small Initializations
Akshay Kumar, Jarvis Haupt
- Accepted by TMLR
- Readers: Everyone
Reducing the Complexity of Model-Based MRI Reconstructions via Sparsification
Alex Gutierrez, Michael Mullen, Di Xiao, Albert Jang, Taylor Froelich, Michael Garwood, Jarvis Haupt
- IEEE Transactions on Medical Imaging
- Readers: Everyone
Convexifying Sparse Interpolation With Infinitely Wide Neural Networks: An Atomic Norm Approach
Akshay Kumar, Jarvis Haupt
- IEEE Signal Processing Letters
- Readers: Everyone
A Provably Communication-Efficient Asynchronous Distributed Inference Method for Convex and Nonconvex Problems
Jineng Ren, Jarvis Haupt
- IEEE Transactions on Signal Processing
- Readers: Everyone
A Dictionary-Based Generalization of Robust PCA With Applications to Target Localization in Hyperspectral Imaging
Sirisha Rambhatla, Xingguo Li, Jineng Ren, Jarvis Haupt
- IEEE Transactions on Signal Processing
- Readers: Everyone
Symmetry, Saddle Points, and Global Optimization Landscape of Nonconvex Matrix Factorization
Xingguo Li, Junwei Lu, Raman Arora, Jarvis Haupt, Han Liu, Zhaoran Wang, Tuo Zhao
- IEEE Transactions on Information Theory
- Readers: Everyone
Directional Convergence Near Small Initializations and Saddles in Two-Homogeneous Neural Networks
Akshay Kumar, Jarvis Haupt
- Accepted by TMLR
- Readers: Everyone

Jarvis Haupt

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors