Artigos com autorizações de acesso público - Quoc Phong NguyenSaiba mais
13 artigos disponíveis publicamente
GEE: A gradient-based explainable variational autoencoder for network anomaly detection
QP Nguyen, KW Lim, DM Divakaran, KH Low, MC Chan
2019 IEEE Conference on Communications and Network Security (CNS), 91-99, 2019
Autorizações: National Research Foundation, Singapore
Variational Bayesian Unlearning
QP Nguyen, BKH Low, P Jaillet
Advances in Neural Information Processing Systems 33, 2020
Autorizações: National Research Foundation, Singapore
Inverse reinforcement learning with locally consistent reward functions
QP Nguyen, BKH Low, P Jaillet
Advances in neural information processing systems 28, 1747-1755, 2015
Autorizações: National Research Foundation, Singapore
Value-at-risk optimization with Gaussian processes
QP Nguyen, Z Dai, BKH Low, P Jaillet
International Conference on Machine Learning, 8063-8072, 2021
Autorizações: A*Star, Singapore
Markov chain monte carlo-based machine unlearning: Unlearning what needs to be forgotten
QP Nguyen, R Oikawa, DM Divakaran, MC Chan, BKH Low
Proceedings of the 2022 ACM on Asia Conference on Computer and …, 2022
Autorizações: National Research Foundation, Singapore
Efficient Exploration of Reward Functions in Inverse Reinforcement Learning via Bayesian Optimization
S Balakrishnan, QP Nguyen, BKH Low, H Soh
Advances in Neural Information Processing Systems 33, 2020
Autorizações: National Research Foundation, Singapore
Optimizing conditional Value-At-Risk of black-box functions
QP Nguyen, Z Dai, BKH Low, P Jaillet
Advances in Neural Information Processing Systems 34, 4170-4180, 2021
Autorizações: A*Star, Singapore
Top-k Ranking Bayesian Optimization
QP Nguyen, S Tay, BKH Low, P Jaillet
Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 9135-9143, 2021
Autorizações: A*Star, Singapore
An Information-Theoretic Framework for Unifying Active Learning Problems
QP Nguyen, BKH Low, P Jaillet
Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 9126-9134, 2021
Autorizações: National Research Foundation, Singapore
Trade-off between payoff and model rewards in Shapley-fair collaborative machine learning
QP Nguyen, BKH Low, P Jaillet
Advances in Neural Information Processing Systems 35, 30542-30553, 2022
Autorizações: National Research Foundation, Singapore
Trusted-Maximizers Entropy Search for Efficient Bayesian Optimization
QP Nguyen, Z Wu, BKH Low, P Jaillet
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial …, 2021
Autorizações: National Research Foundation, Singapore
Learning to Learn with Gaussian Processes
QP Nguyen, BKH Low, P Jaillet
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial …, 2021
Autorizações: National Research Foundation, Singapore
No-regret Sample-efficient Bayesian Optimization for Finding Nash Equilibria with Unknown Utilities
SS Tay, QP Nguyen, CS Foo, BKH Low
International Conference on Artificial Intelligence and Statistics, 3591-3619, 2023
Autorizações: A*Star, Singapore
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