A number of techniques have been proposed to explain a machine learning model's prediction by attributing it to the corresponding input features. Popular among these are techniques that apply the Shapley value method from cooperative game theory. While ex... (more…)

An extensive overview of text data augmentation techniques for Natural Language Processing... (more…)

The company’s series B funding round was led by inventors at Andreessen Horowitz and includes new investor Casdin Capital. (more…)

♾️ CML - Continuous Machine Learning | CI/CD for ML - iterative/cml... (more…)

Machine Learning is not the silver bullet, because of its black-box nature and required training. Outsight relies on deductive inference instead. (more…)