107 citations · 114 across the 3 of their papers we have counts for
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cs.LG2020★ 1 cited
Instance Explainable Temporal Network For Multivariate Timeseries
Naveen Madiraju, Homa Karimabadi
Although deep networks have been widely adopted, one of their shortcomings has been their blackbox nature. One particularly difficult problem in machine learning is multivariate ti…
cs.LG2018★ 107 cited
Deep Temporal Clustering : Fully Unsupervised Learning of Time-Domain Features
Naveen Sai Madiraju, Seid M. Sadat, Dimitry Fisher +1
Unsupervised learning of time series data, also known as temporal clustering, is a challenging problem in machine learning. Here we propose a novel algorithm, Deep Temporal Cluster…