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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
4342018
A robust learning approach for regression models based on distributionally robust optimization
R Chen, IC Paschalidis
Journal of Machine Learning Research 19 (13), 2018
802018
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
292019
Distributionally Robust Learning
R Chen, I Paschalidis
Now Foundations and Trends in Optimization 4, 1-243, 2020
212020
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 Engineeringá…, 2015
182015
Selecting optimal decisions via distributionally robust nearest-neighbor regression
R Chen, I Paschalidis
Advances in Neural Information Processing Systems 32, 2019
112019
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
82019
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
62018
Learning optimal personalized treatment rules using robust regression informed K-NN
R Chen, I Paschalidis
NeurIPS Machine Learning for Health (ML4H) Workshop, 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
A distributionally robust optimization approach for outlier detection
R Chen, IC Paschalidis
2018 IEEE Conference on Decision and Control (CDC), 352-357, 2018
32018
Robustified Multivariate Regression and Classification Using Distributionally Robust Optimization under the Wasserstein Metric
R Chen, IC Paschalidis
arXiv preprint arXiv:2006.06090, 2020
22020
Distributionally robust multi-output regression ranking
S Sotudian, R Chen, I Paschalidis
arXiv preprint arXiv:2109.12803, 2021
12021
Distributionally robust learning under the wasserstein metric
R Chen
Boston University, 2019
12019
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
12012
Robust Grouped Variable Selection Using Distributionally Robust Optimization
R Chen, IC Paschalidis
Journal of Optimization Theory and Applications 194 (3), 1042-1071, 2022
2022
Distributionally Robust Multiclass Classification and Applications in Deep CNN Image Classifiers
R Chen, B Hao, I Paschalidis
arXiv preprint arXiv:2109.12772, 2021
2021
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
金融中的 LÚvy 模型及其仿真
陈睿迪, 彭一杰, 胡建强
运筹学学报, 1-9, 2013
2013
Ditributionally Robust Learning and Applications to Predictive and Prescriptive Health Analytics
R CHEN, ICH PASCHALIDIS
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