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When less is more: sketching with minimizers in genomics
The exponential increase in sequencing data calls for conceptual and computational
advances to extract useful biological insights. One such advance, minimizers, allows for …
advances to extract useful biological insights. One such advance, minimizers, allows for …
Towards Foundation Models: Evaluation of Geoscience Artificial Intelligence with Uncertainty
Artificial intelligence (AI) has transformed the geoscience community with deep learning
models (DLMs) that are trained to complete specific tasks within workflows. This success has …
models (DLMs) that are trained to complete specific tasks within workflows. This success has …
The Impact of Train-Test Leakage on Machine Learning-based Android Malware Detection
When machine learning is used for Android malware detection, an app needs to be
represented in a numerical format for training and testing. We identify a widespread …
represented in a numerical format for training and testing. We identify a widespread …