251 search results - page 13 / 51 » Distributed subgradient projection algorithm for convex opti... |
135
click to vote
ML
2007
ACM
15 years 1 months ago
2007
ACM
We consider multivariate density estimation with identically distributed observations. We study a density estimator which is a convex combination of functions in a dictionary and ...
153
click to vote
TWC
2008
15 years 2 months ago
2008
A novel framework was introduced recently for stochastic routing in wireless multihop networks, whereby each node selects a neighbor to forward a packet according to a probability...
126
Voted
CDC
2009
IEEE
15 years 7 months ago
2009
IEEE
— We propose a new family of classification algorithms in the spirit of support vector machines, that builds in non-conservative protection to noise and controls overfitting. O...
104
Voted
CORR
2008
Springer
15 years 2 months ago
2008
Springer
We develop and analyze M-estimation methods for divergence functionals and the likelihood ratios of two probability distributions. Our method is based on a non-asymptotic variatio...
130
click to vote
INFOCOM
2005
IEEE
15 years 8 months ago
2005
IEEE
Abstract— Motivated by applications to sensor, peer-topeer and ad hoc networks, we study distributed asynchronous algorithms, also known as gossip algorithms, for computation and...