Artigos com autorizações de acesso público - Bryan Kian Hsiang LowSaiba mais
62 artigos disponíveis publicamente
GEE: A Gradient-based Explainable Variational Autoencoder for Network Anomaly Detection
QP Nguyen, KW Lim, DM Divakaran, KH Low, MC Chan
IEEE Conference on Communications and Network Security (CNS'19), 91-99, 2019
Autorizações: National Research Foundation, Singapore
Collaborative Machine Learning with Incentive-Aware Model Rewards
RHL Sim, Y Zhang, MC Chan, BKH Low
37th International Conference on Machine Learning (ICML-20), 8927-8936, 2020
Autorizações: National Research Foundation, Singapore
Federated Bayesian Optimization via Thompson Sampling
Z Dai, KH Low, P Jaillet
Advances in Neural Information Processing Systems 33: 34th Annual Conference …, 2020
Autorizações: A*Star, Singapore
Gaussian Process Decentralized Data Fusion and Active Sensing for Spatiotemporal Traffic Modeling and Prediction in Mobility-on-Demand Systems
J Chen, KH Low, Y Yao, P Jaillet
IEEE Transactions on Automation Science and Engineering 12 (3), 901-921, 2015
Autorizações: National Research Foundation, Singapore
Variational Bayesian Unlearning
QP Nguyen, BKH Low, P Jaillet
Advances in Neural Information Processing Systems 33: 34th Annual Conference …, 2020
Autorizações: National Research Foundation, Singapore
A Unifying Framework of Anytime Sparse Gaussian Process Regression Models with Stochastic Variational Inference for Big Data
TN Hoang, QM Hoang, KH Low
32nd International Conference on Machine Learning (ICML-15), 569-578, 2015
Autorizações: National Research Foundation, Singapore
Gradient driven rewards to guarantee fairness in collaborative machine learning
X Xu, L Lyu, X Ma, C Miao, CS Foo, BKH Low
Advances in Neural Information Processing Systems 34: 35th Annual Conference …, 2021
Autorizações: A*Star, Singapore, National Research Foundation, Singapore
Gaussian Process Planning with Lipschitz Continuous Reward Functions: Towards Unifying Bayesian Optimization, Active Learning, and Beyond
CK Ling, KH Low, P Jaillet
30th AAAI Conference on Artificial Intelligence (AAAI-16), 1860-1866, 2016
Autorizações: National Research Foundation, Singapore
Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee
FX Fan, Y Ma, Z Dai, W Jing, C Tan, BKH Low
Advances in Neural Information Processing Systems 34: 35th Annual Conference …, 2021
Autorizações: A*Star, Singapore
Validation free and replication robust volume-based data valuation
X Xu, Z Wu, CS Foo, BKH Low
Advances in Neural Information Processing Systems 34: 35th Annual Conference …, 2021
Autorizações: A*Star, Singapore, National Research Foundation, Singapore
Parallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov Approximation
KH Low, J Yu, J Chen, P Jaillet
29th AAAI Conference on Artificial Intelligence (AAAI-15), 2821-2827, 2015
Autorizações: National Research Foundation, Singapore
DAVINZ: Data Valuation using Deep Neural Networks at Initialization
Z Wu, Y Shu, BKH Low
39th International Conference on Machine Learning (ICML-22), 24150-24176, 2022
Autorizações: National Research Foundation, Singapore
Data valuation in machine learning:“ingredients”, strategies, and open challenges
RHL Sim, X Xu, BKH Low
31st International Joint Conference on Artificial Intelligence (IJCAI-22 …, 2022
Autorizações: National Research Foundation, Singapore
Inverse Reinforcement Learning with Locally Consistent Reward Functions
QP Nguyen, KH Low, P Jaillet
Advances in Neural Information Processing Systems 28: 29th Annual Conference …, 2015
Autorizações: National Research Foundation, Singapore
Differentially Private Federated Bayesian Optimization with Distributed Exploration
Z Dai, BKH Low, P Jaillet
Advances in Neural Information Processing Systems 34: 35th Annual Conference …, 2021
Autorizações: National Research Foundation, Singapore
Collective Online Learning of Gaussian Processes in Massive Multi-Agent Systems
TN Hoang, QM Hoang, KH Low, J How
33rd AAAI Conference on Artificial Intelligence (AAAI-19), 7850-7857, 2019
Autorizações: US Department of Defense
Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards
SS Tay, X Xu, CS Foo, BKH Low
36th AAAI Conference on Artificial Intelligence (AAAI-22), 9448-9456, 2022
Autorizações: A*Star, Singapore, National Research Foundation, Singapore
Implicit Posterior Variational Inference for Deep Gaussian Processes
H Yu, Y Chen, Z Dai, KH Low, P Jaillet
Advances in Neural Information Processing Systems 32: 33rd Annual Conference …, 2019
Autorizações: National Research Foundation, Singapore
Near-Optimal Active Learning of Multi-Output Gaussian Processes
Y Zhang, TN Hoang, KH Low, M Kankanhalli
30th AAAI Conference on Artificial Intelligence (AAAI-16), 2351-2357, 2016
Autorizações: National Research Foundation, Singapore
Collective Model Fusion for Multiple Black-Box Experts
M Hoang, N Hoang, BKH Low, C Kingsford
36th International Conference on Machine Learning (ICML-19), 2742-2750, 2019
Autorizações: US National Institutes of Health, Gordon and Betty Moore Foundation
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