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» On the Convergence of Bound Optimization Algorithms
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CORR
2010
Springer
103views Education» more  CORR 2010»
15 years 2 months ago
On the Finite Time Convergence of Cyclic Coordinate Descent Methods
Cyclic coordinate descent is a classic optimization method that has witnessed a resurgence of interest in machine learning. Reasons for this include its simplicity, speed and stab...
Ankan Saha, Ambuj Tewari
EOR
2008
162views more  EOR 2008»
15 years 2 months ago
Simple bounds and greedy algorithms for decomposing a flow into a minimal set of paths
Given arbitrary source and target nodes s, t and an s
Benedicte Vatinlen, Fabrice Chauvet, Philippe Chr&...
DAGM
2004
Springer
15 years 5 months ago
MinOver Revisited for Incremental Support-Vector-Classification
The well-known and very simple MinOver algorithm is reformulated for incremental support vector classification with and without kernels. A modified proof for its O(t-1/2 ) converge...
Thomas Martinetz
ECAL
2005
Springer
15 years 7 months ago
On Convergence of Dynamic Cluster Formation in Multi-agent Networks
Efficient hierarchical architectures for reconfigurable and adaptive multi-agent networks require dynamic cluster formation among the set of nodes (agents). In the absence of cen...
Mikhail Prokopenko, Piraveenan Mahendra rajah, Pet...
INFOCOM
1999
IEEE
15 years 6 months ago
Scalable Flow Control for Multicast ABR Services
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...
Xi Zhang, Kang G. Shin, Debanjan Saha, Dilip D. Ka...