Sirui Lin
Ph.D. Student in Management Science and Engineering, admitted Autumn 2020
All Publications
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Constructing Structure-Property Maps using High-Throughput Experiments and Machine Learning
ADVANCED FUNCTIONAL MATERIALS
2026
View details for DOI 10.1002/adfm.202530165
View details for Web of Science ID 001664887000001
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Distributionally Robust Optimization and Robust Statistics
STATISTICAL SCIENCE
2025; 40 (3): 351-377
View details for DOI 10.1214/24-STS955
View details for Web of Science ID 001611349100002
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Tightening Causal Bounds via Covariate-Aware Optimal Transport
edited by Singh, A., Fazel, M., Hsu, D., Lacoste-Julien, S., Berkenkamp, F., Maharaj, T., Wagstaff, K., Zhu, J.
JMLR-JOURNAL MACHINE LEARNING RESEARCH. 2025: 37815-37845
View details for Web of Science ID 001693156000004
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Is a high-throughput experimental dataset large enough to accurately estimate a statistic?
JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
2024; 183
View details for DOI 10.1016/j.jmps.2023.105521
View details for Web of Science ID 001138452300001
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GENERATIVE LEARNING FOR SIMULATION OF VEHICLE FAULTS
IEEE. 2024: 2106-2117
View details for DOI 10.1109/WSC63780.2024.10838724
View details for Web of Science ID 001447412400176
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Tikhonov Regularization is Optimal Transport Robust under Martingale Constraints
edited by Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K., Oh, A.
NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2022
View details for Web of Science ID 001213811608063