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A behind-the-scenes look at how we engineered 2,000+ features and improved the company's unit economics 10x with a streamlined data architecture In the fast-paced world of fintech, the ability to rapidly iterate on machine learning models can make or break a startup. But what happens when you're a small team with big ambitions, tackling the complex challenge of real-time cash flow underwriting?
Introduction Both in research and the industry, thereis an increasing interest in predicting individual survival functions, i.e. a survival probability function at any given time. Most of the existing methodologies for this task are either parametric or semi-parametric, while very few remain strictly non-parametric.
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