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134
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KDD
2008
ACM
161views Data Mining» more  KDD 2008»
16 years 1 months ago
Locality sensitive hash functions based on concomitant rank order statistics
: Locality Sensitive Hash functions are invaluable tools for approximate near neighbor problems in high dimensional spaces. In this work, we are focused on LSH schemes where the si...
Kave Eshghi, Shyamsundar Rajaram
PVLDB
2008
205views more  PVLDB 2008»
15 years 6 days ago
Making SENSE: socially enhanced search and exploration
Online communities like Flickr, del.icio.us and YouTube have established themselves as very popular and powerful services for publishing and searching contents, but also for ident...
Tom Crecelius, Mouna Kacimi, Sebastian Michel, Tho...
81
Voted
MICRO
2010
IEEE
140views Hardware» more  MICRO 2010»
14 years 10 months ago
STEM: Spatiotemporal Management of Capacity for Intra-core Last Level Caches
Efficient management of last level caches (LLCs) plays an important role in bridging the performance gap between processor cores and main memory. This paper is motivated by two key...
Dongyuan Zhan, Hong Jiang, Sharad C. Seth
130
Voted
JMLR
2011
192views more  JMLR 2011»
14 years 7 months ago
Minimum Description Length Penalization for Group and Multi-Task Sparse Learning
We propose a framework MIC (Multiple Inclusion Criterion) for learning sparse models based on the information theoretic Minimum Description Length (MDL) principle. MIC provides an...
Paramveer S. Dhillon, Dean P. Foster, Lyle H. Unga...
75
Voted
ISBI
2008
IEEE
16 years 1 months ago
Landmark selection for shape model construction via equalization of variance
Model-based segmentation approaches, such as those employing Active Shape Models (ASMs), have proved to be useful for medical image segmentation and understanding. To build the mo...
Sylvia Rueda, Jayaram K. Udupa, Li Bai