Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference

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Learning multiple visual tasks while discovering their structure (2015, background): “Indeed, when knowledge about task relatedness is available, it can be profitably incorporated in multi-task learning approaches for example by designing suitable embedding/coding schemes, kernels or regularizers, see [20, 10, 1, 11, 19].”
Uncover Topic-Sensitive Information Diffusion Networks (2013, background): “Ideas, tweets, styles, and online advertisements spread from person to person within social networks consisting of millions of entities and edges.”