Deep Learning

Tackling Information Leakage in Concept Bottleneck Models featured image

Tackling Information Leakage in Concept Bottleneck Models

Deep Neural Networks (DNNs) are powerful black boxes, but their lack of transparency makes them unsuitable for high-stakes domains like healthcare. Concept Bottleneck Models (CBMs) …

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Toward using GANs in astrophysical Monte-Carlo simulations featured image

Toward using GANs in astrophysical Monte-Carlo simulations

High-Level Overview Accurate modeling of spectra from X-ray sources requires computationally expensive Monte-Carlo (MC) simulations. These simulations must sample from numerous …

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