Ruidi Chen
Ruidi Chen
PhD, Systems Engineering, Boston University
Verified email at bu.edu
Title
Cited by
Cited by
Year
Federated learning of predictive models from federated electronic health records
TS Brisimi, R Chen, T Mela, A Olshevsky, IC Paschalidis, W Shi
International journal of medical informatics 112, 59-67, 2018
1572018
A robust learning approach for regression models based on distributionally robust optimization
R Chen, IC Paschalidis
Journal of Machine Learning Research 19 (13), 2018
432018
An effective learning procedure for multi-fidelity simulation optimization with ordinal transformation
R Chen, J Xu, S Zhang, CH Chen, LH Lee
2015 IEEE International Conference on Automation Science and Engineering …, 2015
152015
Learning from past bids to participate strategically in day-ahead electricity markets
R Chen, IC Paschalidis, MC Caramanis, P Andrianesis
IEEE Transactions on Smart Grid 10 (5), 5794-5806, 2019
112019
Selecting optimal decisions via distributionally robust nearest-neighbor regression
R Chen, IC Paschalidis
Advances in Neural Information Processing Systems 32 (NeurIPS), 2019
52019
Detection of unwarranted CT radiation exposure from patient and imaging protocol meta-data using regularized regression
R Chen, IC Paschalidis, H Hatabu, VI Valtchinov, J Siegelman
European journal of radiology open 6, 206-211, 2019
52019
Learning optimal personalized treatment rules using robust regression informed K-NN
R Chen, I Paschalidis
arXiv preprint arXiv:1811.06083, 2018
52018
Strategic equilibrium bidding for electricity suppliers in a day-ahead market using inverse optimization
R Chen, IC Paschalidis, MC Caramanis
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 220-225, 2017
52017
Outlier detection using robust optimization with uncertainty sets constructed from risk measures
R Chen, I Paschalidis
ACM SIGMETRICS Performance Evaluation Review 45 (3), 174-179, 2018
42018
A distributionally robust optimization approach for outlier detection
R Chen, IC Paschalidis
2018 IEEE Conference on Decision and Control (CDC), 352-357, 2018
22018
A Robust Learning Algorithm for Regression Models Using Distributionally Robust Optimization under the Wasserstein Metric
R Chen, IC Paschalidis
arXiv preprint arXiv:1706.02412, 2017
22017
Distributionally robust learning under the wasserstein metric
R Chen
Boston University, 2019
12019
Distributionally Robust Learning
R Chen, I Paschalidis
2020
Robustified Multivariate Regression and Classification Using Distributionally Robust Optimization under the Wasserstein Metric
R Chen, IC Paschalidis
arXiv preprint arXiv:2006.06090, 2020
2020
Robust Grouped Variable Selection Using Distributionally Robust Optimization
R Chen, IC Paschalidis
arXiv preprint arXiv:2006.06094, 2020
2020
A Distributionally Robust Optimization Approach for Multivariate Linear Regression under the Wasserstein Metric
R Chen, IC Paschalidis
2019 IEEE 58th Conference on Decision and Control (CDC), 3655-3660, 2019
2019
Summary of Best Papers Selected for the 2019 IMIA Yearbook, Section Clinical Research Informatics
TS Brisimi, R Chen, T Mela, A Olshevsky, IC Paschalidis, W Shi
Int J Med Inform 112, 59-67, 2018
2018
Simulation of Levy-driven models and its application in finance
R Chen, JQ Hu, Y Peng
Numerical Algebra, Control & Optimization 2 (4), 749-765, 2012
2012
Ditributionally Robust Learning and Applications to Predictive and Prescriptive Health Analytics
R CHEN, ICH PASCHALIDIS
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