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D-SPIN constructs gene regulatory network models from multiplexed scRNA-seq data revealing organizing principles of cellular perturbation response

• Authors : Jiang, Jialong; Chen, Sisi; Tsou, Tiffany

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D-SPIN constructs gene regulatory network models from multiplexed scRNA-seq data revealing organizing principles of cellular perturbation response

• Authors : Jiang, Jialong; Chen, Sisi; Tsou, Tiffany

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Active Learning of Spin Network Models

• Authors : Jiang, Jialong; Sivak, David A.; Thomson, Matt

Subjects: Network; Inference; Active Learning

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Physically optimizing inference

• Authors : Huang, Audrey; Sheldan, Benjamin; Sivak, David A.

Subjects: learning; inference; Fisher information

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Transcription Factor Competition Allows Embryonic Stem Cells to Distinguish Authentic Signals from Noise

• Authors : Sokolik, Cameron; Liu, Yanxia; Bauer, David

• Source: Cell Systems, 1(2), 117-129, (2015-08-26)

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Environmental Statistics and Optimal Regulation

• Authors : Sivak, David A.; Thomson, Matt

• Source: PLOS Computational Biology, 10(9), Art. No. e1003826, (2014-09)

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Environmental Statistics and Optimal Regulation

• Authors : Sivak, David A.; Thomson, Matt

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