Azim Afroozeh and Peter Boncz. 2023. The FastLanes Compression Layout: Decoding > 100 Billion Integers per Second with Scalar Code. Proc. VLDB Endow. 16, 9 (May 2023 ...
The PyTorch team at Meta, stewards of the PyTorch open source machine learning framework, has unveiled Monarch, a distributed programming framework intended to bring the simplicity of PyTorch to ...
High-throughput sequencing has created an exponential increase in the amount of gene expression data, much of which is freely, publicly available in repositories such as NCBI's Gene Expression Omnibus ...
Abstract: Attempts to incorporate topological information in supervised learning tasks have resulted in the creation of several techniques for vectorizing persistent homology barcodes. In this paper, ...
Abstract: Hyperspectral images (HSIs) can provide rich spectral–spatial information that has been widely utilized in many fields, such as national defense, mineralogy, and agriculture. Most of the ...
Although a serious engineering challenge, database vectorization delivers orders-of-magnitude performance boosts for a real-time analytics engine such as StarRocks. Here’s how we did it. Improving ...
An illustration of a magnifying glass. An illustration of a magnifying glass.
The NEURON simulator has been developed over the past three decades and is widely used by neuroscientists to model the electrical activity of neuronal networks. Large network simulation projects using ...
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