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ICML
2009
IEEE
16 years 5 months ago
Geometry-aware metric learning
In this paper, we introduce a generic framework for semi-supervised kernel learning. Given pairwise (dis-)similarity constraints, we learn a kernel matrix over the data that respe...
Zhengdong Lu, Prateek Jain, Inderjit S. Dhillon
ICIAP
2009
ACM
16 years 5 months ago
Nonlocal Similarity Image Filtering
Abstract. We exploit the recurrence of structures at different locations, orientations and scales in an image to perform denoising. While previous methods based on "nonlocal f...
Yifei Lou, Paolo Favaro, Stefano Soatto, Andrea L....
KDD
2008
ACM
120views Data Mining» more  KDD 2008»
16 years 4 months ago
Entity categorization over large document collections
Extracting entities (such as people, movies) from documents and identifying the categories (such as painter, writer) they belong to enable structured querying and data analysis ov...
Arnd Christian König, Rares Vernica, Venkates...
97
Voted
KDD
2002
ACM
119views Data Mining» more  KDD 2002»
16 years 4 months ago
On effective classification of strings with wavelets
In recent years, the technological advances in mapping genes have made it increasingly easy to store and use a wide variety of biological data. Such data are usually in the form o...
Charu C. Aggarwal
HPCA
2007
IEEE
16 years 4 months ago
Line Distillation: Increasing Cache Capacity by Filtering Unused Words in Cache Lines
Caches are organized at a line-size granularity to exploit spatial locality. However, when spatial locality is low, many words in the cache line are not used. Unused words occupy ...
Moinuddin K. Qureshi, M. Aater Suleman, Yale N. Pa...