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Boya Hou
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Sparse learning of dynamical systems in rkhs: An operator-theoretic approach
B Hou, S Sanjari, N Dahlin, S Bose, U Vaidya
International Conference on Machine Learning, 13325-13352, 2023
112023
Sparse Learning of Kernel Transfer Operators
B Hou, S Bose, U Vaidya
2021 55th Asilomar Conference on Signals, Systems, and Computers, 130-134, 2021
82021
Powering electric aircraft at o’hare airport: A case study
B Hou, S Bose, K Haran
2020 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2020
62020
Impact of aviation electrification on airports: Flight scheduling and charging
B Hou, S Bose, L Marla, K Haran
IEEE Transactions on Intelligent Transportation Systems, 2023
52023
Compressed Decentralized Learning of Conditional Mean Embedding Operators in Reproducing Kernel Hilbert Spaces
B Hou, S Sanjari, N Dahlin, S Bose
Proceedings of the AAAI Conference on Artificial Intelligence 37 (7), 7902-7909, 2023
22023
Propagating uncertainty through system dynamics in reproducing kernel Hilbert space
B Hou, ARR Matavalam, S Bose, U Vaidya
Physica D: Nonlinear Phenomena 463, 134168, 2024
2024
Compressed Online Learning of Conditional Mean Embedding
B Hou, S Sanjari, A Koppel, S Bose
https://arxiv.org/abs/2405.07432, 2024
2024
Data-Driven Transient Stability Analysis Using the Koopman Operator
A Reddy Ramapuram Matavalam, B Hou, H Choi, S Bose, U Vaidya
Available at SSRN 4805006, 0
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Articles 1–8