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3 Questions
0
votes
0
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Is there any modern neural network / deep learning application where the optimization goal is to find a set of orthogonal vectors?
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2
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Adding an affine term to linear SVM / logistic regression objective function
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Can you think of interesting applications for being able to perform PCA on 10^6  10^9 dimensional data?
9 Answers
123 Votes
120  3 
41 Tags
optimization
× 7 liblinear × 4 svm × 4 linearclassifiers × 4 logisticregression × 4 svmsoftware × 4 lasso × 3 largescale × 3 kkt × 2 softthresholding × 2 
dimensionalityreduction
× 2 pca × 1 books × 1 free × 1 book × 1 random × 1 imagenet × 1 textbooks × 1 featureselection × 1 dataset × 1 
sparse
× 1 deeplearning × 1 faces × 1 computervision × 1 conditional × 1 textbook × 1 distancemeasures × 1 lbfgs × 1 machinevision × 1 forest × 1 
entropy
× 1 matrix × 1 ai × 1 game × 1 machinelearning × 1 clustering × 1 imageprocessing × 1 l1 × 1 r × 1 neuralnetworks × 1 
regularization
× 1 
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