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» On Bayesian Case Matching
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DCC
2011
IEEE
14 years 7 months ago
Collaboration in Distributed Hypothesis Testing with Quantized Prior Probabilities
The effect of quantization of prior probabilities in a collection of distributed Bayesian binary hypothesis testing problems over which the priors themselves vary is studied. In ...
Joong Bum Rhim, Lav R. Varshney, Vivek K. Goyal
125
Voted
ML
2012
ACM
385views Machine Learning» more  ML 2012»
13 years 8 months ago
An alternative view of variational Bayes and asymptotic approximations of free energy
Bayesian learning, widely used in many applied data-modeling problems, is often accomplished with approximation schemes because it requires intractable computation of the posterio...
Kazuho Watanabe
101
Voted
DCC
2001
IEEE
16 years 11 days ago
A Posteriori Quantized Matching Pursuit
This paper studies quantization error in the context of Matching Pursuit coded streams and proposes a new coefficient quantization scheme taking benefit of the Matching Pursuit pr...
Pascal Frossard, Pierre Vandergheynst
96
Voted
CPM
2009
Springer
94views Combinatorics» more  CPM 2009»
15 years 7 months ago
Online Approximate Matching with Non-local Distances
Abstract. A black box method was recently given that solves the problem of online approximate matching for a class of problems whose distance functions can be classified as being ...
Raphaël Clifford, Benjamin Sach
CPM
2005
Springer
206views Combinatorics» more  CPM 2005»
15 years 6 months ago
A Fast Algorithm for Approximate String Matching on Gene Sequences
Abstract. Approximate string matching is a fundamental and challenging problem in computer science, for which a fast algorithm is highly demanded in many applications including tex...
Zheng Liu, Xin Chen, James Borneman, Tao Jiang