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» Algorithmic Randomness of Closed Sets
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134
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ICML
2004
IEEE
15 years 9 months ago
Active learning using pre-clustering
The paper is concerned with two-class active learning. While the common approach for collecting data in active learning is to select samples close to the classification boundary,...
Hieu Tat Nguyen, Arnold W. M. Smeulders
152
Voted
ASIAN
2006
Springer
152views Algorithms» more  ASIAN 2006»
15 years 7 months ago
Inferring Disjunctive Postconditions
Polyhedral analysis [9] is an abstract interpretation used for automatic discovery of invariant linear inequalities among numerical varia program. Convexity of this abstract domain...
Corneliu Popeea, Wei-Ngan Chin
SIAMSC
2008
139views more  SIAMSC 2008»
15 years 3 months ago
Probing the Pareto Frontier for Basis Pursuit Solutions
The basis pursuit problem seeks a minimum one-norm solution of an underdetermined least-squares problem. Basis pursuit denoise (BPDN) fits the least-squares problem only approximat...
Ewout van den Berg, Michael P. Friedlander
119
Voted
KAIS
2010
139views more  KAIS 2010»
15 years 1 months ago
Periodic subgraph mining in dynamic networks
In systems of interacting entities such as social networks, interactions that occur regularly typically correspond to significant, yet often infrequent and hard to detect, interact...
Mayank Lahiri, Tanya Y. Berger-Wolf
128
Voted
CVPR
2006
IEEE
16 years 5 months ago
Accurate Face Alignment using Shape Constrained Markov Network
In this paper, we present a shape constrained Markov network for accurate face alignment. The global face shape is defined as a set of weighted shape samples which are integrated ...
Lin Liang, Fang Wen, Ying-Qing Xu, Xiaoou Tang, He...