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NIPS
2007
15 years 8 months ago
Bundle Methods for Machine Learning
We present a globally convergent method for regularized risk minimization problems. Our method applies to Support Vector estimation, regression, Gaussian Processes, and any other ...
Alex J. Smola, S. V. N. Vishwanathan, Quoc V. Le
NIPS
2001
15 years 8 months ago
The Concave-Convex Procedure (CCCP)
We introduce the Concave-Convex procedure (CCCP) which constructs discrete time iterative dynamical systems which are guaranteed to monotonically decrease global optimization/ener...
Alan L. Yuille, Anand Rangarajan
CCE
2005
15 years 6 months ago
Use of parallel computers in rational design of redundant sensor networks
A general method to design optimal redundant sensor network even in the case of one sensor failure and able to estimate process key parameters within a required accuracy is propos...
Carine Gerkens, Georges Heyen
ISPD
2012
ACM
234views Hardware» more  ISPD 2012»
14 years 2 months ago
MAPLE: multilevel adaptive placement for mixed-size designs
We propose a new multilevel framework for large-scale placement called MAPLE that respects utilization constraints, handles movable macros and guides the transition between global...
Myung-Chul Kim, Natarajan Viswanathan, Charles J. ...
HICSS
2009
IEEE
116views Biometrics» more  HICSS 2009»
16 years 1 months ago
Systems Modeling for IP-Based Handoff Using Timed Petri Nets
The mechanisms and design principles needed for achieving optimized handoff for mobile Internet services are poorly understood and need better analysis. This paper contributes to ...
Ashutosh Dutta, Bryan Lyles, Henning Schulzrinne, ...