Andrew Lamperski

Assistant Professor, University of Minnesota, Minneapolis

Joined

July 2019

Names

Andrew Lamperski

Andrew G. Lamperski

Emails

****@umn.edu (Confirmed)

Personal Links

DBLP

Career & Education History

Assistant Professor

University of Minnesota, Minneapolis (umn.edu)

2014 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Quantitative Convergence Analysis of Projected Stochastic Gradient Descent for Non-Convex Losses via the Goldstein Subdifferential
Yuping Zheng, Andrew Lamperski
- ALT 2026
- Readers: Everyone
Statistical Bounds on Identified QSR Dissipative Properties from Input-Output Data
Logan Anderson, Ryan James Caverly, Andrew G. Lamperski
- ACC 2024
- Readers: Everyone
Approximation with Random Shallow ReLU Networks with Applications to Model Reference Adaptive Control
Andrew G. Lamperski, Tyler Lekang
- CoRR 2024
- Readers: Everyone
Function Gradient Approximation with Random Shallow ReLU Networks with Control Applications
Andrew G. Lamperski, Siddharth Salapaka
- CoRR 2024
- Readers: Everyone
Topology Learning in Radial Dynamical Systems With Unreliable Data
Venkat Ram Subramanian, Deepjyoti Deka, Saurav Talukdar, Andrew G. Lamperski, Murti V. Salapaka
- IEEE Trans. Control. Netw. Syst. 2023
- Readers: Everyone
Mode switching in organisms for solving explore-versus-exploit problems
Debojyoti Biswas, Andrew G. Lamperski, Yu Yang, Kathleen Hoffman, John Guckenheimer, Eric S. Fortune, Noah J. Cowan
- Nat. Mac. Intell. 2023
- Readers: Everyone
Function Approximation with Randomly Initialized Neural Networks for Approximate Model Reference Adaptive Control
Tyler Lekang, Andrew G. Lamperski
- CoRR 2023
- Readers: Everyone
Nonasymptotic Pointwise and Worst-Case Bounds for Classical Spectrum Estimators
Andrew G. Lamperski
- IEEE Trans. Signal Process. 2023
- Readers: Everyone
Non-Asymptotic Pointwise and Worst-Case Bounds for Classical Spectrum Estimators
Andrew G. Lamperski
- CoRR 2023
- Readers: Everyone

View all 87 publications

Co-Authors

View all 41 co-authors