Ruidi Chen

According to our database1, Ruidi Chen authored at least 12 papers between 2015 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2020
Robust Grouped Variable Selection Using Distributionally Robust Optimization.
CoRR, 2020

Robustified Multivariate Regression and Classification Using Distributionally Robust Optimization under the Wasserstein Metric.
CoRR, 2020

2019
Learning From Past Bids to Participate Strategically in Day-Ahead Electricity Markets.
IEEE Trans. Smart Grid, 2019

Selecting Optimal Decisions via Distributionally Robust Nearest-Neighbor Regression.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

A Distributionally Robust Optimization Approach for Multivariate Linear Regression under the Wasserstein Metric.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018
A Robust Learning Approach for Regression Models Based on Distributionally Robust Optimization.
J. Mach. Learn. Res., 2018

Federated learning of predictive models from federated Electronic Health Records.
Int. J. Medical Informatics, 2018

Learning Optimal Personalized Treatment Rules Using Robust Regression Informed K-NN.
CoRR, 2018

A Distributionally Robust Optimization Approach for Outlier Detection.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017
Outlier Detection Using Robust Optimization with Uncertainty Sets Constructed from Risk Measures.
SIGMETRICS Perform. Evaluation Rev., 2017

Strategic equilibrium bidding for electricity suppliers in a day-ahead market using inverse optimization.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2015
An effective learning procedure for multi-fidelity simulation optimization with ordinal transformation.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015


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