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Su Jia
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Year
Deep manifold learning of symmetric positive definite matrices with application to face recognition
Z Dong, S Jia, C Zhang, M Pei, Y Wu
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
582017
Competitive analysis for online scheduling in software-defined optical WAN
S Jia, X Jin, G Ghasemiesfeh, J Ding, J Gao
IEEE INFOCOM 2017-IEEE Conference on Computer Communications, 1-9, 2017
512017
Face video retrieval via deep learning of binary hash representations
Z Dong, S Jia, T Wu, M Pei
Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016
442016
Effective online order acceptance policies for omnichannel fulfillment
S Jia, J Karp, R Ravi, S Tayur
Manufacturing & Service Operations Management 24 (3), 1650-1663, 2022
162022
Markdown pricing under unknown demand
S Jia, A Li, R Ravi
Available at SSRN 3861379, 2021
132021
Optimal Decision Tree with Noisy Outcomes
S Jia, F Navidi, V Nagarajan, R Ravi
Advances in Neural Information Processing Systems, 3303-3313, 2019
102019
Approximation algorithms for time-window TSP and prize collecting TSP problems
J Gao, S Jia, JSB Mitchell, L Zhao
Algorithmic Foundations of Robotics XII: Proceedings of the Twelfth Workshop …, 2020
82020
Smooth non-stationary bandits
S Jia, Q Xie, N Kallus, PI Frazier
International Conference on Machine Learning, 14930-14944, 2023
62023
Network optimization on partitioned pairs of points
EM Arkin, A Banik, P Carmi, G Citovsky, S Jia, MJ Katz, T Mayer, ...
arXiv preprint arXiv:1710.00876, 2017
52017
Greedy approximation algorithms for active sequential hypothesis testing
K Gan, S Jia, A Li
Advances in Neural Information Processing Systems 34, 5012-5024, 2021
32021
Input aggregated network for face video representation
Z Dong, S Jia, C Zhang, M Pei
arXiv preprint arXiv:1603.06655, 2016
32016
Clustered Switchback Experiments: Near-Optimal Rates Under Spatiotemporal Interference
S Jia, N Kallus, CL Yu
arXiv preprint arXiv:2312.15574, 2023
22023
Dynamic pricing with monotonicity constraint under unknown parametric demand model
S Jia, A Li, R Ravi
Advances in Neural Information Processing Systems 35, 19179-19188, 2022
22022
Toward a Liquid Biopsy: Greedy Approximation Algorithms for Active Sequential Hypothesis Testing
K Gan, S Jia, A Li, SR Tayur
Available at SSRN 3894600, 2021
22021
Multi-Armed Bandits with Interference
S Jia, P Frazier, N Kallus
arXiv preprint arXiv:2402.01845, 2024
12024
Markdown Pricing Under an Unknown Parametric Demand Model
S Jia, A Li, R Ravi
arXiv preprint arXiv:2312.15286, 2023
12023
Short-lived high-volume bandits
S Jia, N Oli, I Anderson, P Duff, AA Li, R Ravi
International Conference on Machine Learning, 14902-14929, 2023
12023
Short-lived High-volume Multi-A (rmed)/B (andits) Testing
S Jia, A Li, R Ravi, N Oli, P Duff, I Anderson
arXiv preprint arXiv:2312.15356, 2023
2023
Faster Rates for Switchback Experiments
S Jia, S Bhattacharya, N Kallus, CL Yu
arXiv e-prints, arXiv: 2312.15574, 2023
2023
Learning and Earning Under Noise and Uncertainty
S Jia
Carnegie Mellon University, 2022
2022
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