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» An Auxiliary Variational Method
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IDEAL
2000
Springer
14 years 1 months ago
Clustering by Similarity in an Auxiliary Space
Abstract. We present a clustering method for continuous data. It defines local clusters into the (primary) data space but derives its similarity measure from the posterior distribu...
Janne Sinkkonen, Samuel Kaski
ICIP
2007
IEEE
14 years 11 months ago
Mining Auxiliary Objects for Tracking by Multibody Grouping
On-line discovery of some auxiliary objects to verify the tracking results is a novel approach to achieving robust tracking by balancing the need for strong verification and compu...
Ming Yang, Ying Wu, Shihong Lao
CORR
2007
Springer
144views Education» more  CORR 2007»
13 years 9 months ago
Optimization of Information Rate Upper and Lower Bounds for Channels with Memory
—We consider the problem of minimizing upper bounds and maximizing lower bounds on information rates of stationary and ergodic discrete-time channels with memory. The channels we...
Parastoo Sadeghi, Pascal O. Vontobel, Ramtin Shams
DAC
1999
ACM
14 years 2 months ago
Improved Approximate Reachability Using Auxiliary State Variables
Approximate reachability techniques trade o accuracy for the capacity to deal with bigger designs. Cho et al 4 proposed partitioning the set of state bits into mutually disjoint s...
Shankar G. Govindaraju, David L. Dill, Jules P. Be...
ICML
2007
IEEE
14 years 10 months ago
A permutation-augmented sampler for DP mixture models
We introduce a new inference algorithm for Dirichlet process mixture models. While Gibbs sampling and variational methods focus on local moves, the new algorithm makes more global...
Percy Liang, Michael I. Jordan, Benjamin Taskar