145 search results - page 12 / 29 » Trading convexity for scalability |
JMLR
2010
13 years 2 months ago
2010
Various supervised inference methods can be analyzed as convex duals of the generalized maximum entropy (MaxEnt) framework. Generalized MaxEnt aims to find a distribution that max...
IROS
2009
IEEE
14 years 2 months ago
2009
IEEE
— A major barrier preventing the wide employment of mobile networks of robots in tasks such as exploration, mapping, surveillance, and environmental monitoring is the lack of efï...
FPGA
2010
ACM
14 years 4 months ago
2010
ACM
Placement based on simulated annealing is in dominant use in the FPGA community due to its superior quality of result (QoR). However, given the progression of FPGA device capacity...
ICML
2007
IEEE
14 years 8 months ago
2007
IEEE
Eigenvalue problems are rampant in machine learning and statistics and appear in the context of classification, dimensionality reduction, etc. In this paper, we consider a cardina...
HIS
2008
13 years 9 months ago
2008
Simulating the realistic behavior of large crowds of autonomous agents is still a challenge for the computer graphics community. In order to handle large crowds, some scalable arc...