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Alexander William Bukharin
Alexander William Bukharin
gatech.edu의 이메일 확인됨 - 홈페이지
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Adaptive budget allocation for parameter-efficient fine-tuning
Q Zhang, M Chen, A Bukharin, P He, Y Cheng, W Chen, T Zhao
The Eleventh International Conference on Learning Representations, 2023
1402023
Platon: Pruning large transformer models with upper confidence bound of weight importance
Q Zhang, S Zuo, C Liang, A Bukharin, P He, W Chen, T Zhao
International conference on machine learning, 26809-26823, 2022
492022
High-resolution spatio-temporal model for county-level COVID-19 activity in the US
S Zhu, A Bukharin, L Xie, M Santillana, S Yang, Y Xie
ACM Transactions on Management Information Systems (TMIS) 12 (4), 1-20, 2021
242021
Five-year project-level statewide pavement performance forecasting using a two-stage machine learning approach based on long short-term memory
AW Bukharin, Z Yang, Y Tsai
Transportation Research Record 2675 (11), 280-290, 2021
72021
Early detection of COVID-19 hotspots using spatio-temporal data
S Zhu, A Bukharin, L Xie, K Yamin, S Yang, P Keskinocak, Y Xie
IEEE Journal of Selected Topics in Signal Processing 16 (2), 250-260, 2022
52022
Data diversity matters for robust instruction tuning
A Bukharin, T Zhao
arXiv preprint arXiv:2311.14736, 2023
42023
Robust multi-agent reinforcement learning via adversarial regularization: Theoretical foundation and stable algorithms
A Bukharin, Y Li, Y Yu, Q Zhang, Z Chen, S Zuo, C Zhang, S Zhang, ...
Advances in Neural Information Processing Systems 36, 2024
32024
Data-driven optimization for police beat design in south fulton, georgia
S Zhu, AW Bukharin, L Lu, H Wang, Y Xie
arXiv preprint arXiv:2004.09660, 2020
32020
Deep Reinforcement Learning from Hierarchical Weak Preference Feedback
A Bukharin, Y Li, P He, W Chen, T Zhao
arXiv preprint arXiv:2309.02632, 2023
12023
Machine learning force fields with data cost aware training
A Bukharin, T Liu, S Wang, S Zuo, W Gao, W Yan, T Zhao
International Conference on Machine Learning, 3219-3232, 2023
12023
Ambient noise-based weakly supervised manhole localization methods over deployed fiber networks
A Bukharin, S Han, Y Chen, MF Huang, YK Huang, Y Xie, T Wang
Optics Express 31 (6), 9591-9607, 2023
12023
Overparameterization and Efficient Adversarial Training of Neural Networks
K Acharya, A Bukharin, T LaBonte
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학술자료 1–12