shendu-ht / SLA-VAE

A Semi-Supervised VAE Based Active Anomaly Detection Framework in Multivariate Time Series for Online Systems
https://dl.acm.org/doi/pdf/10.1145/3485447.3511984
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Questions About Active Learning #3

Closed oneChuuforya closed 1 year ago

oneChuuforya commented 1 year ago

Thanks for the great work, but isn't there an active learning part of this code?

shendu-ht commented 1 year ago

The active learning part aims to learn and update the online model from a small amount of highly uncertain samples. In practice, this process can be understood as retraining the model based on online uncertain feedback data. The model outputs contain the uncertainty. Based on it, we can select target uncertain sample. This logic is easy to be accomplished so that we did not provide a sample selection method for active learning.

oneChuuforya commented 1 year ago

Ok, thanks for the reply