Search Results for author: Cynthia Freeman

Found 4 papers, 0 papers with code

TimeVAE: A Variational Auto-Encoder for Multivariate Time Series Generation

no code implementations15 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.

Synthetic Data Generation Time Series

An Annotated Corpus of Relational Strategies in Customer Service

no code implementations17 Aug 2017 Ian Beaver, Cynthia Freeman, Abdullah Mueen

We create and release the first publicly available commercial customer service corpus with annotated relational segments.

Rate-Agnostic (Causal) Structure Learning

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.

Time Series

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