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JMLR
2010
132views more  JMLR 2010»
15 years 1 months ago
On the Impact of Kernel Approximation on Learning Accuracy
Kernel approximation is commonly used to scale kernel-based algorithms to applications containing as many as several million instances. This paper analyzes the effect of such appr...
Corinna Cortes, Mehryar Mohri, Ameet Talwalkar
MM
2005
ACM
179views Multimedia» more  MM 2005»
16 years 7 days ago
Automatic identification of digital video based on shot-level sequence matching
To locate a video clip in large collections is very important for retrieval applications, especially for digital rights management. In this paper, we present a novel technique for...
Jian Zhou, Xiao-Ping Zhang
PAMI
2010
215views more  PAMI 2010»
15 years 5 months ago
Fusion Moves for Markov Random Field Optimization
—The efficient application of graph cuts to Markov Random Fields (MRFs) with multiple discrete or continuous labels remains an open question. In this paper, we demonstrate one p...
Victor S. Lempitsky, Carsten Rother, Stefan Roth, ...
PUC
2008
137views more  PUC 2008»
15 years 6 months ago
Middleware support for the deployment of ubiquitous software components
A number of emerging distributed platforms include xed and robust workstations but, like dynamic and pervasive networks, are often built from mobile and resource-constrained device...
Didier Hoareau, Yves Mahéo
MICRO
2000
IEEE
121views Hardware» more  MICRO 2000»
15 years 10 months ago
Memory hierarchy reconfiguration for energy and performance in general-purpose processor architectures
Conventional microarchitectures choose a single memory hierarchy design point targeted at the average application. In this paper, we propose a cache and TLB layout and design that...
Rajeev Balasubramonian, David H. Albonesi, Alper B...