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JMM2
2006
140views more  JMM2 2006»
15 years 15 days ago
A Cost-Effective Peer-to-Peer Architecture for Large-Scale On-Demand Media Streaming
This paper presents a cost-effective peer-to-peer (P2P) architecture for large-scale on-demand media streaming, named BitVampire. BitVampire's primary design goal is to aggreg...
Xin Liu, Son T. Vuong
AI
2000
Springer
15 years 11 days ago
Stochastic dynamic programming with factored representations
Markov decisionprocesses(MDPs) haveproven to be popular models for decision-theoretic planning, but standard dynamic programming algorithms for solving MDPs rely on explicit, stat...
Craig Boutilier, Richard Dearden, Moisés Go...
100
Voted
ECCV
2010
Springer
15 years 4 months ago
Max-Margin Dictionary Learning for Multiclass Image Categorization
Abstract. Visual dictionary learning and base (binary) classifier training are two basic problems for the recently most popular image categorization framework, which is based on t...
94
Voted
IJCIS
2006
80views more  IJCIS 2006»
15 years 16 days ago
A Layered Framework for Connecting Client Objectives and Resource Capabilities
entifies three levels of abstraction for resource requirements a service provider needs to manage, detailed specification of raw resources, virtualization of heterogeneous resource...
Asit Dan, Kavitha Ranganathan, Catalin Dumitrescu,...
100
Voted
CDC
2009
IEEE
138views Control Systems» more  CDC 2009»
14 years 10 months ago
Beyond local optimality: An improved approach to hybrid model learning
Abstract-- Local convergence is a limitation of many optimization approaches for multimodal functions. For hybrid model learning, this can mean a compromise in accuracy. We develop...
Stephanie Gil, Brian Williams