Robert Chen

Affiliations:
  • Georgia Institute of Technology, USA (PhD 2018)


According to our database1, Robert Chen authored at least 10 papers between 2015 and 2019.

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Bibliography

2019
Guaranteed Scalable Learning of Latent Tree Models.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

2018
Tackling chronic diseases via computational phenotyping: Algorithms, tools and applications.
PhD thesis, 2018

2017
Causal Regularization.
CoRR, 2017

LEAP: Learning to Prescribe Effective and Safe Treatment Combinations for Multimorbidity.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Use of Clinical Phenotypes and Non-negative Tensor Factorization for Heart Failure Prediction.
Proceedings of the AMIA 2017, 2017

2015
Rubik: Knowledge Guided Tensor Factorization and Completion for Health Data Analytics.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Sparse Hierarchical Tucker Factorization and Its Application to Healthcare.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Constructing Disease Network and Temporal Progression Model via Context-Sensitive Hawkes Process.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

explICU: A web-based visualization and predictive modeling toolkit for mortality in intensive care patients.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Cloud-based Predictive Modeling System and its Application to Asthma Readmission Prediction.
Proceedings of the AMIA 2015, 2015


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