Search Results for author: Davis W. Blalock

Found 2 papers, 1 papers with code

Bolt: Accelerated Data Mining with Fast Vector Compression

1 code implementation • 30 Jun 2017 • Davis W. Blalock, John V. Guttag

We introduce a vector quantization algorithm that can compress vectors over 12x faster than existing techniques while also accelerating approximate vector operations such as distance and dot product computations by up to 10x.

Quantization

2,464

Paper
Code

EXTRACT: Strong Examples from Weakly-Labeled Sensor Data

no code implementations • 29 Sep 2016 • Davis W. Blalock, John V. Guttag

Thanks to the rise of wearable and connected devices, sensor-generated time series comprise a large and growing fraction of the world's data.

Time Series Time Series Analysis

Paper
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