Fabian J. Theis

gene expression (2) single-cell transcriptomics (2) dimensionality reduction (1) representation learning (1) blind source separation (1) transfer learning (1) independent component analysis (1) feature extraction (1) subspace analysis (1) source separation (1) self-supervised learning (1) multimodal learning (1) out-of-distribution generalization (1) modality alignment (1) statistical independence (1) independent subspace analysis (1) dynamical system (1) neural ordinary differential equation (1) foundation model (1) drug discovery (1)