Seguir
Ruidi Chen
Ruidi Chen
PhD, Systems Engineering, Boston University
Dirección de correo verificada de bu.edu
Título
Citado por
Citado por
Año
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
8732018
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
1432018
Distributionally Robust Learning
R Chen, I Paschalidis
Now Foundations and Trends in Optimization 4, 1-243, 2020
602020
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
522019
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
252015
Selecting optimal decisions via distributionally robust nearest-neighbor regression
R Chen, I Paschalidis
Advances in Neural Information Processing Systems 32, 2019
212019
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
112019
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
82017
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
72018
Learning optimal personalized treatment rules using robust regression informed K-NN
R Chen, I Paschalidis
NeurIPS Machine Learning for Health (ML4H) Workshop, 2018
62018
Robustified multivariate regression and classification using distributionally robust optimization under the wasserstein metric
R Chen, IC Paschalidis
arXiv preprint arXiv:2006.06090, 2020
52020
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
42023
Distributionally robust learning under the wasserstein metric
R Chen
Boston University, 2019
42019
A distributionally robust optimization approach for outlier detection
R Chen, IC Paschalidis
2018 IEEE Conference on Decision and Control (CDC), 352-357, 2018
42018
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
42012
Robust grouped variable selection using distributionally robust optimization
R Chen, IC Paschalidis
Journal of Optimization Theory and Applications 194 (3), 1042-1071, 2022
32022
Distributionally robust multi-output regression ranking
S Sotudian, R Chen, I Paschalidis
arXiv preprint arXiv:2109.12803, 2021
32021
Outlier detection using distributionally robust optimization under the Wasserstein metric
R Chen, IC Paschalidis
arXiv, 2017
32017
Distributionally robust learning-to-rank under the Wasserstein metric
S Sotudian, R Chen, IC Paschalidis
PloS one 18 (3), e0283574, 2023
12023
Distributionally robust multiclass classification and applications in deep cnn image classifiers
R Chen, B Hao, I Paschalidis
stat 1050, 27, 2021
12021
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20