no code implementations • 29 Nov 2023 • Yu Chen, Nivedita Bijlani, Samaneh Kouchaki, Payam Barnaghi
Understanding the meaning of latent states is crucial for interpreting machine learning models, assuming they capture underlying patterns.
no code implementations • 29 Nov 2022 • Nivedita Bijlani, Oscar Mendez Maldonado, Samaneh Kouchaki
The Contextual Matrix Profile (CMP) is a configurable 2-dimensional version of the Matrix Profile (MP) that uses the distance matrix of all subsequences of a time series to discover patterns and anomalies.