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1. spectrallda-tensorspark spectrallda-tensorspark Public

   Quick summary: This code implements a spectral (third order tensor decomposition) learning method for learning LDA topic model on Spark.

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2. TensorDecomposition4TopicModeling TensorDecomposition4TopicModeling Public

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3. ConvDicLearnTensorFactor ConvDicLearnTensorFactor Public

   Tensor methods have emerged as a powerful paradigm for consistent learning of many latent variable models such as topic models, independent component analysis and dictionary learning. Model paramet…

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4. TTP-NeuralNets-Compression TTP-NeuralNets-Compression Public

   We implement an efficient mechanism for compressing large networks by {\em tensorizing\/} network layers: i.e. mapping layers on to high-order matrices, for which we introduce new tensor decomposit…

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5. OnlineTensorCommunity OnlineTensorCommunity Public

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6. TranscriptionFactorLatentTree TranscriptionFactorLatentTree Public

   Structure and Parameter Estimation of Latent Tree Model on Yeast Transcription Factor

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