Abstract
Motivated by the Beck-Fiala conjecture, we study discrepancy bounds for random sparse set systems. Concretely, these are set systems (X, Σ), where each element x € X lies in t randomly selected sets of Σ, where t is an integer parameter. We provide new bounds in two regimes of parameters. We show that when |Σ| ≥ |X| the hereditary discrepancy of (X, Σ) is with high probability O(p t log t); and when |X| > |Σ|t the hereditary discrepancy of (X, Σ) is with high probability O(1). The first bound combines the Lovász Local Lemma with a new argument based on partial matchings; the second follows from an analysis of the lattice spanned by sparse vectors.
Original language | English |
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Title of host publication | Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques - 19th International Workshop, APPROX 2016 and 20th International Workshop, RANDOM 2016 |
Editors | Klaus Jansen, Claire Mathieu, Jose D. P. Rolim, Chris Umans |
Publisher | Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing |
ISBN (Electronic) | 9783959770187 |
DOIs | |
State | Published - 1 Sep 2016 |
Externally published | Yes |
Event | 19th International Workshop on Approximation Algorithms for Combinatorial Optimization Problems, APPROX 2016 and the 20th International Workshop on Randomization and Computation, RANDOM 2016 - Paris, France Duration: 7 Sep 2016 → 9 Sep 2016 |
Publication series
Name | Leibniz International Proceedings in Informatics, LIPIcs |
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Volume | 60 |
ISSN (Print) | 1868-8969 |
Conference
Conference | 19th International Workshop on Approximation Algorithms for Combinatorial Optimization Problems, APPROX 2016 and the 20th International Workshop on Randomization and Computation, RANDOM 2016 |
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Country/Territory | France |
City | Paris |
Period | 7/09/16 → 9/09/16 |
Bibliographical note
Funding Information:E.E is supported by an NSF CAREER award 1553354. S.L. is supported by an NSF CAREER award 1350481 and a Sloan fellowship.
Keywords
- Beck-Fiala conjecture
- Discrepancy theory
- Random set systems