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Monotone Circuit Lower Bounds from Robust Sunflowers

Publication ,  Conference
Cavalar, BP; Kumar, M; Rossman, B
Published in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
January 1, 2020

Robust sunflowers are a generalization of combinatorial sunflowers that have applications in monotone circuit complexity[14], DNF sparsification[6], randomness extractors[8], and recent advances on the Erdős-Rado sunflower conjecture[3, 9, 12]. The recent breakthrough of Alweiss, Lovett, Wu and Zhang[3] gives an improved bound on the maximum size of a w-set system that excludes a robust sunflower. In this paper, we use this result to obtain an exp (n1/2-o(1)) lower bound on the monotone circuit size of an explicit n-variate monotone function, improving the previous record exp (n1/3-o(1)) of Harnik and Raz[7]. We also show an exp (Ω(n) ) lower bound on the monotone arithmetic circuit size of a related polynomial. Finally, we introduce a notion of robust clique-sunflowers and use this to prove an nΩ(k) lower bound on the monotone circuit size of the CLIQUE function for all k≤ n1/3-o(1), strengthening the bound of Alon and Boppana[1].

Duke Scholars

Published In

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

DOI

EISSN

1611-3349

ISSN

0302-9743

Publication Date

January 1, 2020

Volume

12118 LNCS

Start / End Page

311 / 322

Related Subject Headings

  • Artificial Intelligence & Image Processing
  • 46 Information and computing sciences
 

Citation

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Cavalar, B. P., Kumar, M., & Rossman, B. (2020). Monotone Circuit Lower Bounds from Robust Sunflowers. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 12118 LNCS, pp. 311–322). https://doi.org/10.1007/978-3-030-61792-9_25
Cavalar, B. P., M. Kumar, and B. Rossman. “Monotone Circuit Lower Bounds from Robust Sunflowers.” In Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12118 LNCS:311–22, 2020. https://doi.org/10.1007/978-3-030-61792-9_25.
Cavalar BP, Kumar M, Rossman B. Monotone Circuit Lower Bounds from Robust Sunflowers. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2020. p. 311–22.
Cavalar, B. P., et al. “Monotone Circuit Lower Bounds from Robust Sunflowers.” Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12118 LNCS, 2020, pp. 311–22. Scopus, doi:10.1007/978-3-030-61792-9_25.
Cavalar BP, Kumar M, Rossman B. Monotone Circuit Lower Bounds from Robust Sunflowers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2020. p. 311–322.

Published In

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

DOI

EISSN

1611-3349

ISSN

0302-9743

Publication Date

January 1, 2020

Volume

12118 LNCS

Start / End Page

311 / 322

Related Subject Headings

  • Artificial Intelligence & Image Processing
  • 46 Information and computing sciences