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Generative modeling and latent space arithmetics predict single-cell perturbation response across cell types, studies and species

, , and . bioRxiv, (2018)
DOI: 10.1101/478503

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New Riemannian metrics for speeding-up the convergence of over- and underdetermined ICA., , and . ISCAS, IEEE, (2006)Sparse Nonnegative Matrix Factorization with Genetic Algorithms for Microarray Analysis., , , , , , and . IJCNN, page 294-299. IEEE, (2007)Modularity maximization and tree clustering: Novel ways to determine effective geographic borders, , , , and . CoRR, (2011)A Fast and Efficient Method for Compressing fMRI Data Sets., and . ICANN (2), volume 3697 of Lecture Notes in Computer Science, page 769-777. Springer, (2005)A Hybridization of Simulated Annealing and Local PCA for Automatic Component Assignment Within ICA., , , , , , and . IWANN, volume 3512 of Lecture Notes in Computer Science, page 1075-1082. Springer, (2005)Denoising using local projective subspace methods., , , , , , , , and . Neurocomputing, 69 (13-15): 1485-1501 (2006)Neural network signal analysis in immunology., , , and . ISSPA (2), page 235-238. IEEE, (2003)0-7803-7946-2.Blind signal separation into groups of dependent signals using joint block diagonalization.. ISCAS (6), page 5878-5881. IEEE, (2005)Overcomplete ICA with a Geometric Algorithm., , , and . ICANN, volume 2415 of Lecture Notes in Computer Science, page 1049-1054. Springer, (2002)An automatic method for robust and fast cell detection in bright field images from high-throughput microscopy., , , , , , and . BMC Bioinform., (2013)