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ICML
2010
IEEE
15 years 26 days ago
A scalable trust-region algorithm with application to mixed-norm regression
We present a new algorithm for minimizing a convex loss-function subject to regularization. Our framework applies to numerous problems in machine learning and statistics; notably,...
Dongmin Kim, Suvrit Sra, Inderjit S. Dhillon
SIGSOFT
2010
ACM
14 years 9 months ago
Building scalable software systems in the multicore era
Software systems must face two challenges today: growing complexity and increasing parallelism in the underlying computational models. The problem of increased complexity is often...
Hridesh Rajan
ICC
2007
IEEE
130views Communications» more  ICC 2007»
15 years 6 months ago
Off-network Control for Scalable Routing in Very Large Sensor Networks
—This paper presents an architectural solution to address the problem of scalable routing in very large sensor networks. The control complexities of the existing sensor routing p...
Tao Wu, Subir K. Biswas
ICMCS
2006
IEEE
94views Multimedia» more  ICMCS 2006»
15 years 5 months ago
Evaluation of Practical Scalability of Overlay Networks in Providing Video-on-Demand Service
Recently, overlay networks have been proposed to address the problem of scalability in providing video-on-demand (VoD) service. However, from the perspective of service providing,...
Jian-Guang Luo, Yun Tang, Jiang Zhang, Shiqiang Ya...
DATE
2009
IEEE
93views Hardware» more  DATE 2009»
15 years 6 months ago
Scalable liveness checking via property-preserving transformations
The ability of logic transformations to enhance safety property checking has been well-established, and many industrial-strength verification solutions accordingly rely ariety of...
Jason Baumgartner, Hari Mony