Search Results for author: Seung Eun Yi

Found 3 papers, 2 papers with code

DuETT: Dual Event Time Transformer for Electronic Health Records

1 code implementation25 Apr 2023 Alex Labach, Aslesha Pokhrel, Xiao Shi Huang, Saba Zuberi, Seung Eun Yi, Maksims Volkovs, Tomi Poutanen, Rahul G. Krishnan

Electronic health records (EHRs) recorded in hospital settings typically contain a wide range of numeric time series data that is characterized by high sparsity and irregular observations.

Time Series

Confounding Feature Acquisition for Causal Effect Estimation

1 code implementation17 Nov 2020 Shirly Wang, Seung Eun Yi, Shalmali Joshi, Marzyeh Ghassemi

Reliable treatment effect estimation from observational data depends on the availability of all confounding information.

Causal Inference

A Comparison of LSTMs and Attention Mechanisms for Forecasting Financial Time Series

no code implementations18 Dec 2018 Thomas Hollis, Antoine Viscardi, Seung Eun Yi

While LSTMs show increasingly promising results for forecasting Financial Time Series (FTS), this paper seeks to assess if attention mechanisms can further improve performance.

Time Series Time Series Analysis

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