Abstract: In current computing processing infrastructures, optimizing performance and energy efficiency across heterogeneous hardware environments remains a critical challenge. Recently, the growth of ...
Abstract: Existing arbitrary-scale super-resolution (ASSR) methods suffer from quadratic computational complexity w.r.t. image scale due to the reliance on multi-layer perceptrons (MLPs) to query ...
An exercise-driven course on Advanced Python Programming that was battle-tested several hundred times on the corporate-training circuit for more than a decade. Written by David Beazley, author of the ...
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 ...