Abstract: Though quite challenging, training a deep neural network for automatically solving Math Word Problems (MWPs) has increasingly attracted attention due to its significance in investigating how ...
Abstract: We develop a rapid rank-revealing technique to address a wide range of global optimization problems with a huge search space. This method is versatile, serving effectively for both nonlinear ...
MPAX is a hardware-accelerated, differentiable, batchable, and distributable solver for mathematical programming in JAX, designed to integrate with modern computational and deep learning workflows: ...
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