skip to main content
US FlagAn official website of the United States government
dot gov icon
Official websites use .gov
A .gov website belongs to an official government organization in the United States.
https lock icon
Secure .gov websites use HTTPS
A lock ( lock ) or https:// means you've safely connected to the .gov website. Share sensitive information only on official, secure websites.

Explore Research Products in the PAR
It may take a few hours for recently added research products to appear in PAR search results.


  • Home
  • Search Results
  • Page 1 of 2

Search for: All records

Award ID contains: 1719205

Note: When clicking on a Digital Object Identifier (DOI) number, you will be taken to an external site maintained by the publisher. Some full text articles may not yet be available without a charge during the embargo (administrative interval).
What is a DOI Number?

Some links on this page may take you to non-federal websites. Their policies may differ from this site.

  1. (, Advances in neural information processing systems)
    Accepted Manuscript Full Text Available
  2. ; ; ; (, IEEE Transactions on Automatic Control)
    Full Text Available 
  3. ; ; (, IEEE Transactions on Automatic Control)
    Full Text Available 
  4. (, Mathematics of operations research)
    We consider nonconvex constrained optimization problems and propose a new approach to the convergence analysis based on penalty functions. We make use of classical penalty functions in an unconventional way, in that penalty functions only enter in the theoretical analysis of convergence while the algorithm itself is penalty free. Based on this idea, we are able to establish several new results, including the first general analysis for diminishing stepsize methods in nonconvex, constrained optimization, showing con- vergence to generalized stationary points, and a complexity study for sequential quadratic programming–type algorithms. 
    more » « less
    Full Text Available 
  5. ; ; ; (, IEEE Transactions on Signal Processing)
    Full Text Available 
  6. (, Proceedings of Machine Learning Research)
    Accepted Manuscript Full Text Available
  7. ; ; ; (, Optimization Methods and Software)
    Full Text Available 
  8. (, International Conference on Artificial Intelligence and Statistics)
    Accepted Manuscript Full Text Available
  9. ; ; (, SIAM Journal on Optimization)
    Full Text Available 
  10. ; ; ; (, IEEE Transactions on Automatic Control)
    Full Text Available