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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.
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Year: 2025
Page: 452-464
Language: English
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ESI Highly Cited Papers on the List: 0 Unfold All
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30 Days PV: 4
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