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Zhaoxuan Wu
Zhaoxuan Wu
National University of Singapore
E-mail confirmado em u.nus.edu - Página inicial
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Validation free and replication robust volume-based data valuation
X Xu, Z Wu, CS Foo, BKH Low
Advances in Neural Information Processing Systems 34, 10837-10848, 2021
662021
DAVINZ: Data Valuation using Deep Neural Networks at Initialization
Z Wu, Y Shu, BKH Low
International Conference on Machine Learning, 24150-24176, 2022
552022
Unifying and boosting gradient-based training-free neural architecture search
Y Shu, Z Dai, Z Wu, BKH Low
Advances in Neural Information Processing Systems 35, 33001-33015, 2022
332022
Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers
X Lin, Z Wu, Z Dai, W Hu, Y Shu, SK Ng, P Jaillet, BKH Low
Forty-first International Conference on Machine Learning, 0
22*
FAIR: Fair Collaborative Active Learning with Individual Rationality for Scientific Discovery
X Xu, Z Wu, A Verma, CS Foo, BKH Low
International Conference on Artificial Intelligence and Statistics, 4033-4057, 2023
102023
Trusted-maximizers entropy search for efficient Bayesian optimization
QP Nguyen, Z Wu, BKH Low, P Jaillet
Uncertainty in Artificial Intelligence, 1486-1495, 2021
102021
Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars
Z Wu, X Lin, Z Dai, W Hu, Y Shu, SK Ng, P Jaillet, BKH Low
arXiv preprint arXiv:2405.16122, 2024
52024
Localized Zeroth-Order Prompt Optimization
W Hu, Y Shu, Z Yu, Z Wu, X Lin, Z Dai, SK Ng, BKH Low
arXiv preprint arXiv:2403.02993, 2024
42024
Data valuation in federated learning
Z Wu, X Xu, RHL Sim, Y Shu, X Lin, L Agussurja, Z Dai, SK Ng, CS Foo, ...
Federated Learning, 281-296, 2024
12024
Incentives in federated learning
RHL Sim, SS Tay, X Xu, Y Zhang, Z Wu, X Lin, SK Ng, CS Foo, P Jaillet, ...
Federated Learning, 299-309, 2024
12024
Fairness in federated learning
X Lin, X Xu, Z Wu, RHL Sim, SK Ng, CS Foo, P Jaillet, TN Hoang, ...
Federated Learning, 143-160, 2024
12024
Incentive-Aware Federated Learning with Training-Time Model Rewards
Z Wu, MM Amiri, R Raskar, BKH Low
The Twelfth International Conference on Learning Representations, 2024
12024
Position Paper: Data-Centric AI in the Age of Large Language Models
X Xu, Z Wu, R Qiao, A Verma, Y Shu, J Wang, X Niu, Z He, J Chen, Z Zhou, ...
Findings of the Association for Computational Linguistics: EMNLP 2024, 11895 …, 2024
2024
Distributionally Robust Data Valuation
X Lin, X Xu, Z Wu, SK Ng, BKH Low
Forty-first International Conference on Machine Learning, 0
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