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» On the Structure of Low Sets
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ICML
2010
IEEE
15 years 7 months ago
High-Performance Semi-Supervised Learning using Discriminatively Constrained Generative Models
We develop a semi-supervised learning method that constrains the posterior distribution of latent variables under a generative model to satisfy a rich set of feature expectation c...
Gregory Druck, Andrew McCallum
ICML
2010
IEEE
15 years 7 months ago
Submodular Dictionary Selection for Sparse Representation
We develop an efficient learning framework to construct signal dictionaries for sparse representation by selecting the dictionary columns from multiple candidate bases. By sparse,...
Andreas Krause, Volkan Cevher
CF
2010
ACM
15 years 7 months ago
Efficient cache design for solid-state drives
Solid-State Drives (SSDs) are data storage devices that use solid-state memory to store persistent data. Flash memory is the de facto nonvolatile technology used in most SSDs. It ...
Miaoqing Huang, Olivier Serres, Vikram K. Narayana...
DSD
2010
IEEE
161views Hardware» more  DSD 2010»
15 years 7 months ago
Design of Trace-Based Split Array Caches for Embedded Applications
—Since many embedded systems execute a predefined set of programs, tuning system components to application programs and data is the approach chosen by many design techniques to o...
Alice M. Tokarnia, Marina Tachibana
DAWAK
2010
Springer
15 years 6 months ago
Region of Interest Based Image Categorization
Region Of Interest Based Image Classification (ROIBIC) is a mechanism for categorising images according to some specific component or object that features across a given image set....
Ashraf Elsayed, Frans Coenen, Marta García-...
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