treehfd is a Python module to compute the Hoeffding functional decomposition of XGBoost models (Chen and Guestrin, 2016) with dependent input variables, using the TreeHFD algorithm. This decomposition ...

The functional resume is a resume format which emphasizes the skills of job seekers instead of work experiences. It is useful for a candidate having work history gaps or nominal work experience or ...

Tensor decomposition is a fundamental tool for analyzing multi-dimensional data by learning low-rank factors to represent high-order interactions. While recent works on temporal tensor decomposition ...

Abstract: Function is an important token for expressing the essence of the product's attribute. The functional decomposition design is also an important part in the functional design. Giving an ...

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Quantifying the contribution of individual molecular components to complex cellular processes is a grand challenge in systems biology. Here we establish a general theoretical framework (Functional ...

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