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» Improving the Modeling of Use Case Relationship
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UAI
2003
15 years 7 months ago
Active Collaborative Filtering
Collaborative filtering (CF) allows the preferences of multiple users to be pooled to make recommendations regarding unseen products. We consider in this paper the problem of onl...
Craig Boutilier, Richard S. Zemel, Benjamin M. Mar...
NIPS
1996
15 years 7 months ago
Transformation Invariance in Pattern Recognition-Tangent Distance and Tangent Propagation
In pattern recognition, statistical modeling, or regression, the amount of data is a critical factor affecting the performance. If the amount of data and computational resources ar...
Patrice Simard, Yann LeCun, John S. Denker, Bernar...
CVPR
2001
IEEE
16 years 8 months ago
A Bayesian Approach to Digital Matting
This paper proposes a new Bayesian framework for solving the matting problem, i.e. extracting a foreground element from a background image by estimating an opacity for each pixel ...
Yung-Yu Chuang, Brian Curless, David Salesin, Rich...
ICC
2009
IEEE
109views Communications» more  ICC 2009»
16 years 27 days ago
Carrier-Sense ARQ: Squeezing Out Bluetooth Performance While Preserving Standard Compliancy
—In this paper, we propose a simple and standard compliant retransmission mechanism, called Carrier–Sense Automatic Repeat reQuest (CS–ARQ), which aims at improving system pe...
Andrea Zanella
INFOCOM
2009
IEEE
16 years 24 days ago
On the Impact of Heterogeneity and Back-End Scheduling in Load Balancing Designs
—Load balancing is a common approach for task assignment in distributed architectures. In this paper, we show that the degree of inefficiency in load balancing designs is highly...
Ho-Lin Chen, Jason R. Marden, Adam Wierman