| dc.contributor.author | Indyk, Piotr | |
| dc.contributor.author | Woodruff, David | |
| dc.contributor.author | Do Ba, Khanh | |
| dc.contributor.author | Andoni, Alexandr | |
| dc.date.accessioned | 2010-10-05T19:58:01Z | |
| dc.date.available | 2010-10-05T19:58:01Z | |
| dc.date.issued | 2010-03 | |
| dc.date.submitted | 2009-10 | |
| dc.identifier.issn | 0272-5428 | |
| dc.identifier.other | INSPEC Accession Number: 11207133 | |
| dc.identifier.uri | http://hdl.handle.net/1721.1/58879 | |
| dc.description.abstract | We provide the first sub-linear sketching algorithm for estimating the planar Earth-Mover Distance with a constant approximation. For sets living in the two-dimensional grid [Δ][superscript 2], we achieve space ΔE for approximation O(1/E), for any desired 0 < E < 1. Our sketch has immediate applications to the streaming and nearest neighbor search problems. | en_US |
| dc.description.sponsorship | National Science Foundation (U.S.) (CAREER award CCR-0133849) | en_US |
| dc.description.sponsorship | Alfred P. Sloan Foundation | en_US |
| dc.description.sponsorship | David and Lucile Packard Foundation | en_US |
| dc.language.iso | en_US | |
| dc.publisher | Institute of Electrical and Electronics Engineers | en_US |
| dc.relation.isversionof | http://dx.doi.org/10.1109/focs.2009.25 | en_US |
| dc.rights | Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use. | en_US |
| dc.source | IEEE | en_US |
| dc.subject | Earth-Mover Distance | en_US |
| dc.subject | embedding | en_US |
| dc.subject | sketching | en_US |
| dc.subject | streaming | en_US |
| dc.title | Efficient Sketches for Earth-Mover Distance, with Applications | en_US |
| dc.type | Article | en_US |
| dc.identifier.citation | Andoni, A. et al. “Efficient Sketches for Earth-Mover Distance, with Applications.” Foundations of Computer Science, 2009. FOCS '09. 50th Annual IEEE Symposium on. 2009. 324-330. © 2010 Institute of Electrical and Electronics Engineers. | en_US |
| dc.contributor.department | Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science | en_US |
| dc.contributor.approver | Indyk, Piotr | |
| dc.contributor.mitauthor | Indyk, Piotr | |
| dc.contributor.mitauthor | Do Ba, Khanh | |
| dc.contributor.mitauthor | Andoni, Alexandr | |
| dc.relation.journal | 50th Annual IEEE Symposium on Foundations of Computer Science, 2009. FOCS '09 | en_US |
| dc.eprint.version | Final published version | en_US |
| dc.type.uri | http://purl.org/eprint/type/JournalArticle | en_US |
| eprint.status | http://purl.org/eprint/status/PeerReviewed | en_US |
| dspace.orderedauthors | Andoni, Alexandr; Ba, Khanh Do; Indyk, Piotr; Woodruff, David | en |
| dc.identifier.orcid | https://orcid.org/0000-0002-7983-9524 | |
| mit.license | PUBLISHER_POLICY | en_US |
| mit.metadata.status | Complete | |
