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Nian Si
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Year
Confidence regions in Wasserstein distributionally robust estimation
J Blanchet, K Murthy, N Si
Biometrika 109 (2), 295-315, 2022
372022
Distributionally robust policy evaluation and learning in offline contextual bandits
N Si, F Zhang, Z Zhou, J Blanchet
International Conference on Machine Learning, 8884-8894, 2020
362020
Distributional robust batch contextual bandits
N Si, F Zhang, Z Zhou, J Blanchet
arXiv preprint arXiv:2006.05630, 2020
132020
Robust bayesian classification using an optimistic score ratio
VA Nguyen, N Si, J Blanchet
International Conference on Machine Learning, 7327-7337, 2020
112020
Quantifying the empirical wasserstein distance to a set of measures: Beating the curse of dimensionality
N Si, J Blanchet, S Ghosh, M Squillante
Advances in Neural Information Processing Systems 33, 21260-21270, 2020
92020
Testing group fairness via optimal transport projections
N Si, K Murthy, J Blanchet, VA Nguyen
International Conference on Machine Learning, 9649-9659, 2021
72021
Optimal uncertainty size in distributionally robust inverse covariance estimation
J Blanchet, N Si
Operations Research Letters 47 (6), 618-621, 2019
72019
Efficient steady-state simulation of high-dimensional stochastic networks
J Blanchet, X Chen, N Si, PW Glynn
Stochastic Systems 11 (2), 174-192, 2021
52021
Efficient computation of the likelihood expansions for diffusion models
C Li, Y An, D Chen, Q Lin, N Si
IIE Transactions 48 (12), 1156-1171, 2016
42016
A Finite Sample Complexity Bound for Distributionally Robust Q-learning
S Wang, N Si, J Blanchet, Z Zhou
arXiv preprint arXiv:2302.13203, 2023
2023
Calibration Matters: Tackling Maximization Bias in Large-scale Advertising Recommendation Systems
Y Fan, N Si, K Zhang
arXiv preprint arXiv:2205.09809, 2022
2022
Selecting the Best Optimizing System
N Si, Z Zheng
arXiv preprint arXiv:2201.03065, 2022
2022
Optimal Bidding and Experimentation for Multi-layer Auctions in Online Advertising
N Si, S Gultekin, J Blanchet, A Flores
ROBUST STRATEGIC TRANSFER LEARNING IN AN UNCERTAIN ENVIRONMENT: FROM SECOND-TO FIRST-PRICE AUCTIONS
N SI, JB SAN GULTEKIN, A FLORES
Appendix–Robust Bayesian Classification Using an Optimistic Score Ratio
VA Nguyen, N Si, J Blanchet
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