30 citations · 39 across the 14 of their papers we have counts for
4 papers · 1 filter
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…
Autostacker: A Compositional Evolutionary Learning System
Boyuan Chen, Harvey Wu, Warren Mo +2
We introduce an automatic machine learning (AutoML) modeling architecture called Autostacker, which combines an innovative hierarchical stacking architecture and an Evolutionary Al…
A Hilbert Space of Stationary Ergodic Processes
Ishanu Chattopadhyay
Identifying meaningful signal buried in noise is a problem of interest arising in diverse scenarios of data-driven modeling. We present here a theoretical framework for exploiting…
Algorithmic Bio-surveillance For Precise Spatio-temporal Prediction of Zoonotic Emergence
Jaideep Dhanoa, Balaji Manicassamy, Ishanu Chattopadhyay
Viral zoonoses have emerged as the key drivers of recent pandemics. Human infection by zoonotic viruses are either spillover events -- isolated infections that fail to cause a wide…