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CORR
2011
Springer
178views Education» more  CORR 2011»
12 years 11 months ago
Online Learning: Stochastic and Constrained Adversaries
Learning theory has largely focused on two main learning scenarios. The first is the classical statistical setting where instances are drawn i.i.d. from a fixed distribution and...
Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari
ICSR
2011
Springer
12 years 11 months ago
Improving Product Line Architecture Design and Customization by Raising the Level of Variability Modeling
Product Line Architecture (PLA) plays a central role in software product line development. In order to support architecture-level variability modeling, most architecture descriptio...
Jiayi Zhu, Xin Peng, Stan Jarzabek, Zhenchang Xing...
AAAI
2011
12 years 7 months ago
Incorporating Boosted Regression Trees into Ecological Latent Variable Models
Important ecological phenomena are often observed indirectly. Consequently, probabilistic latent variable models provide an important tool, because they can include explicit model...
Rebecca A. Hutchinson, Li-Ping Liu, Thomas G. Diet...
TOG
2012
230views Communications» more  TOG 2012»
11 years 10 months ago
Decoupling algorithms from schedules for easy optimization of image processing pipelines
Using existing programming tools, writing high-performance image processing code requires sacrificing readability, portability, and modularity. We argue that this is a consequenc...
Jonathan Ragan-Kelley, Andrew Adams, Sylvain Paris...
ICIP
2004
IEEE
14 years 9 months ago
Reduced cross-discrimination for discriminative filters
Image template detection is usually a very important halfway step for a computational vision algorithm. A recently proposed approach for it involves the use of discriminative filt...
Alexandre Pimentel Mendonça, Eduardo A. B. ...