projects:current:start
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- | ===== Current Projects ===== | + | ===== Hybrid Orthogonal Projection & Estimation (HOPE) |
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- | - **Hybrid Orthogonal Projection & Estimation (HOPE)** | + | |
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- | Each hidden layer in neural networks can be formulated as one HOPE model | + | Each hidden layer in neural networks can be formulated as one HOPE model[1] |
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* The HOPE model combines a linear orthogonal projection and a mixture model under a unied generative modelling framework; | * The HOPE model combines a linear orthogonal projection and a mixture model under a unied generative modelling framework; | ||
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* The HOPE model provides several new learning algorithms to learn NNs either supervisedly or unsupervisedly. | * The HOPE model provides several new learning algorithms to learn NNs either supervisedly or unsupervisedly. | ||
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**Reference: | **Reference: | ||
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projects/current/start.1423619304.txt.gz · Last modified: 2015/02/11 01:48 by hj