• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
成果搜索

author:

Lau, Lap Chi (Lau, Lap Chi.) [1] | Wang, Robert (Wang, Robert.) [2] | Zhou, Hong (Zhou, Hong.) [3]

Indexed by:

EI

Abstract:

We present a unified deterministic approach for experimental design problems using the method of interlacing polynomials. Our framework recovers the best-known approximation guarantees for the well-studied D/A/E-design problems with simple analysis. Furthermore, we obtain improved non-trivial approximation guarantee for E-design in the challenging small budget regime. Additionally, our approach provides an optimal approximation guarantee for a generalized ratio objective that generalizes both D-design and A-design. Copyright © 2025 by SIAM.

Keyword:

Budget control Design of experiments Polynomials

Community:

  • [ 1 ] [Lau, Lap Chi]Cheriton School of Computer Science, University of Waterloo, Canada
  • [ 2 ] [Wang, Robert]Cheriton School of Computer Science, University of Waterloo, Canada
  • [ 3 ] [Zhou, Hong]School of Mathematics and Statistics, Fuzhou University, China

Reprint 's Address:

Email:

Show more details

Related Keywords:

Source :

Year: 2025

Page: 452-464

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 4

Affiliated Colleges:

Online/Total:618/9700739
Address:FZU Library(No.2 Xuyuan Road, Fuzhou, Fujian, PRC Post Code:350116) Contact Us:0591-22865326
Copyright:FZU Library Technical Support:Beijing Aegean Software Co., Ltd. 闽ICP备05005463号-1