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» The Structure of Factor Oracles
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KDD
2012
ACM
212views Data Mining» more  KDD 2012»
13 years 9 months ago
Fast bregman divergence NMF using taylor expansion and coordinate descent
Non-negative matrix factorization (NMF) provides a lower rank approximation of a matrix. Due to nonnegativity imposed on the factors, it gives a latent structure that is often mor...
Liangda Li, Guy Lebanon, Haesun Park
SODA
2012
ACM
191views Algorithms» more  SODA 2012»
13 years 8 months ago
Submatrix maximum queries in Monge matrices and Monge partial matrices, and their applications
We describe a data structure for submatrix maximum queries in Monge matrices or Monge partial matrices, where a query specifies a contiguous submatrix of the given matrix, and it...
Haim Kaplan, Shay Mozes, Yahav Nussbaum, Micha Sha...
RECOMB
2009
Springer
16 years 7 months ago
Storage and Retrieval of Individual Genomes
A repetitive sequence collection is one where portions of a base sequence of length n are repeated many times with small variations, forming a collection of total length N. Example...
Gonzalo Navarro, Jouni Sirén, Niko Väl...
SODA
1993
ACM
202views Algorithms» more  SODA 1993»
15 years 7 months ago
Approximate Nearest Neighbor Queries in Fixed Dimensions
Given a set of n points in d-dimensional Euclidean space, S ⊂ Ed , and a query point q ∈ Ed , we wish to determine the nearest neighbor of q, that is, the point of S whose Euc...
Sunil Arya, David M. Mount
ACL
2012
13 years 8 months ago
You Had Me at Hello: How Phrasing Affects Memorability
Understanding the ways in which information achieves widespread public awareness is a research question of significant interest. We consider whether, and how, the way in which th...
Cristian Danescu-Niculescu-Mizil, Justin Cheng, Jo...