2 code implementations • 15 Nov 2021 • Abhyuday Desai, Cynthia Freeman, Zuhui Wang, Ian Beaver
Such interpretability can be highly advantageous in applications requiring transparency of model outputs or where users desire to inject prior knowledge of time-series patterns into the generative model.
no code implementations • 6 Aug 2018 • Cynthia Freeman, Jonathan Merriman, Abhinav Aggarwal, Ian Beaver, Abdullah Mueen
In (Yang et al. 2016), a hierarchical attention network (HAN) is created for document classification.
no code implementations • 17 Aug 2017 • Ian Beaver, Cynthia Freeman, Abdullah Mueen
We create and release the first publicly available commercial customer service corpus with annotated relational segments.
no code implementations • NeurIPS 2015 • Sergey Plis, David Danks, Cynthia Freeman, Vince Calhoun
That is, these algorithms all learn causal structure without assuming any particular relation between the measurement and system timescales; they are thus rate-agnostic.