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stat.ML2019★ 4 cited
Data Smashing 2.0: Sequence Likelihood (SL) Divergence For Fast Time Series Comparison
Yi Huang, Ishanu Chattopadhyay
Recognizing subtle historical patterns is central to modeling and forecasting problems in time series analysis. Here we introduce and develop a new approach to quantify deviations…
stat.ML2018
Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds
Tingran Gao, Shahab Asoodeh, Yi Huang +1
Inspired by recent interests of developing machine learning and data mining algorithms on hypergraphs, we investigate in this paper the semi-supervised learning algorithm of propag…
stat.ML2018
A Tamper-Free Semi-Universal Communication System for Deletion Channels
Shahab Asoodeh, Yi Huang, Ishanu Chattopadhyay
We investigate the problem of reliable communication between two legitimate parties over deletion channels under an active eavesdropping (aka jamming) adversarial model. To this go…