output
20182021
most citedStageNet: Stage-Aware Neural Networks for Health Risk Prediction

79 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2021Show all

3 papers · 1 filter

math.NA2021★ 6 cited

ATD: Augmenting CP Tensor Decomposition by Self Supervision

Chaoqi Yang, Cheng Qian, Navjot Singh +4

Tensor decompositions are powerful tools for dimensionality reduction and feature interpretation of multidimensional data such as signals. Existing tensor decomposition objectives…

cs.LG2021

Multi-version Tensor Completion for Time-delayed Spatio-temporal Data

Cheng Qian, Nikos Kargas, Cao Xiao +3

Real-world spatio-temporal data is often incomplete or inaccurate due to various data loading delays. For example, a location-disease-time tensor of case counts can have multiple d…

cs.LG2021★ 2 cited

Change Matters: Medication Change Prediction with Recurrent Residual Networks

Chaoqi Yang, Cao Xiao, Lucas Glass +1

Deep learning is revolutionizing predictive healthcare, including recommending medications to patients with complex health conditions. Existing approaches focus on predicting all m…