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ECAI
2010
Springer
14 years 10 months ago
Unsupervised Layer-Wise Model Selection in Deep Neural Networks
Abstract. Deep Neural Networks (DNN) propose a new and efficient ML architecture based on the layer-wise building of several representation layers. A critical issue for DNNs remain...
Ludovic Arnold, Hélène Paugam-Moisy,...
ECCV
2010
Springer
14 years 8 months ago
Element-Wise Factorization for N-View Projective Reconstruction
Sturm-Triggs iteration is a standard method for solving the projective factorization problem. Like other iterative algorithms, this method suffers from some common drawbacks such ...
Yuchao Dai, Hongdong Li, Mingyi He
ICALP
2010
Springer
15 years 2 months ago
Testing Non-uniform k-Wise Independent Distributions over Product Spaces
A discrete distribution D over Σ1 × · · · × Σn is called (non-uniform) k-wise independent if for any set of k indexes {i1, . . . , ik} and for any z1 ∈ Σi1 , . . . , zk ...
Ronitt Rubinfeld, Ning Xie
WISE
2010
Springer
14 years 7 months ago
Identifying and Ranking Possible Semantic and Common Usage Categories of Search Engine Queries
In this paper, we propose a method for identifying and ranking possible categories of any user query based on the meanings and common usages of the terms and phrases within the que...
Reza Taghizadeh Hemayati, Weiyi Meng, Clement T. Y...
ICDE
2010
IEEE
197views Database» more  ICDE 2010»
15 years 9 months ago
Monitoring Continuous State Violation in Datacenters: Exploring the Time Dimension
Monitoring global states of an application deployed over distributed nodes becomes prevalent in today's datacenters. State monitoring requires not only correct monitoring resu...
Shicong Meng, Ting Wang, Ling Liu