How much data is sufficient to learn high-performing algorithms? generalization guarantees for data-driven algorithm design

Document Details

Document Type
Pub Defense Publication
Publication Date
Jun 15, 2021
Source ID
10.1145/3406325.3451036

Entities

People

  • Carl Kingsford
  • Dan DeBlasio
  • Ellen Vitercik
  • Maria-florina Balcan
  • Travis Dick
  • Tuomas Sandholm

Organizations

  • Amazon
  • Army Research Office
  • Bloomberg L.P.
  • Carnegie Mellon University
  • Defense Advanced Research Projects Agency
  • Gordon and Betty Moore Foundation
  • Microsoft Research
  • National Institutes of Health
  • National Science Foundation
  • University of Pennsylvania
  • University of Texas at El Paso