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» Algorithms for distributed functional monitoring
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76
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FOCM
2006
50views more  FOCM 2006»
15 years 17 days ago
Online Learning Algorithms
In this paper, we study an online learning algorithm in Reproducing Kernel Hilbert Spaces (RKHS) and general Hilbert spaces. We present a general form of the stochastic gradient m...
Steve Smale, Yuan Yao
110
Voted
SASO
2008
IEEE
15 years 7 months ago
A Robust Audit Mechanism to Prevent Malicious Behaviors in Multi-robot Systems
Market-based mechanisms can be used to coordinate self-interested multi-robot systems in fully distributed environments, where by self-interested we mean that each robot agent att...
MyungJoo Ham, Gul A. Agha
95
Voted
MM
2005
ACM
152views Multimedia» more  MM 2005»
15 years 6 months ago
A repeated video clip identification system
Identifying short repeated video clips, such as news program logo, station logo, TV commercials, etc., from broadcasting video databases or streams is important for video content ...
Xianfeng Yang, Ping Xue, Qi Tian
ICANN
2010
Springer
15 years 23 days ago
Solving Independent Component Analysis Contrast Functions with Particle Swarm Optimization
Independent Component Analysis (ICA) is a statistical computation method that transforms a random vector in another one whose components are independent. Because the marginal distr...
Jorge Igual, Jehad I. Ababneh, Raul Llinares, Juli...
106
Voted
HPDC
2007
IEEE
15 years 7 months ago
Precise and realistic utility functions for user-centric performance analysis of schedulers
Utility functions can be used to represent the value users attach to job completion as a function of turnaround time. Most previous scheduling research used simple synthetic repre...
Cynthia Bailey Lee, Allan Snavely