Ruidi Chen
Ruidi Chen
PhD, Systems Engineering, Boston University
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Zitiert von
Zitiert von
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
A robust learning approach for regression models based on distributionally robust optimization
R Chen, IC Paschalidis
Journal of Machine Learning Research 19 (13), 1-48, 2018
Distributionally Robust Learning
R Chen, I Paschalidis
Now Foundations and Trends in Optimization 4, 1-243, 2020
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
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
Selecting optimal decisions via distributionally robust nearest-neighbor regression
R Chen, I Paschalidis
Advances in Neural Information Processing Systems 32, 2019
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
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
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
Learning optimal personalized treatment rules using robust regression informed K-NN
R Chen, I Paschalidis
NeurIPS Machine Learning for Health (ML4H) Workshop, 2018
Robustified multivariate regression and classification using distributionally robust optimization under the wasserstein metric
R Chen, IC Paschalidis
arXiv preprint arXiv:2006.06090, 2020
Distributionally robust learning under the wasserstein metric
R Chen
Boston University, 2019
A distributionally robust optimization approach for outlier detection
R Chen, IC Paschalidis
2018 IEEE Conference on Decision and Control (CDC), 352-357, 2018
Outlier detection using distributionally robust optimization under the Wasserstein metric
R Chen, IC Paschalidis
arXiv, 2017
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
Distributionally Robust Multiclass Classification and Applications in Deep Image Classifiers
R Chen, B Hao, IC Paschalidis
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
Distributionally robust multi-output regression ranking
S Sotudian, R Chen, I Paschalidis
arXiv preprint arXiv:2109.12803, 2021
Distributionally robust learning-to-rank under the Wasserstein metric
S Sotudian, R Chen, IC Paschalidis
PloS one 18 (3), e0283574, 2023
Robust Grouped Variable Selection Using Distributionally Robust Optimization
R Chen, IC Paschalidis
Journal of Optimization Theory and Applications 194 (3), 1042-1071, 2022
Distributionally Robust Image Classifiers for Stroke Diagnosis in Accelerated MRI
B Hao, G Shen, R Chen, CW Farris, SW Anderson, X Zhang, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2023
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