248 search results - page 29 / 50 » Rate of Convergence for Constrained Stochastic Approximation... |
NIPS
1998
13 years 9 months ago
1998
We study probabilistic inference in large, layered Bayesian networks represented as directed acyclic graphs. We show that the intractability of exact inference in such networks do...
CDC
2009
IEEE
14 years 10 days ago
2009
IEEE
Abstract— A distributed online learning framework for support vector machines (SVMs) is presented and analyzed. First, the generic binary classification problem is decomposed in...
OPODIS
2004
13 years 9 months ago
2004
Consider an asynchronous system where each process begins with an arbitrary real value. Given some fixed > 0, an approximate agreement algorithm must have all non-faulty process...
INFOCOM
1999
IEEE
13 years 12 months ago
1999
IEEE
We propose a flow-control scheme for multicast ABR services in ATM networks. At the heart of the proposed scheme is an optimal secondorder rate control algorithm, called the -contr...
WDAG
2007
Springer
14 years 1 months ago
2007
Springer
We study adaptive routing algorithms in a round-based model. Suppose we are given a network equipped with load-dependent latency functions on the edges and a set of commodities eac...