Pokman Cheung

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 5

Top Topics

Gaussian Process

Covariance Function

Top Venues

J. Mach. Learn. Res.

Publications

Mu Niu, Zhenwen Dai, Pokman Cheung, Yizhu Wang
Intrinsic Gaussian Process on Unknown Manifolds with Probabilistic Metrics. CoRR (2023)
Mu Niu, Zhenwen Dai, Pokman Cheung, Yizhu Wang
Intrinsic Gaussian Process on Unknown Manifolds with Probabilistic Metrics. J. Mach. Learn. Res. 24 (2023)
Yihao Fang, Mu Niu, Pokman Cheung, Lizhen Lin
Extrinsic Bayesian Optimization on Manifolds. Algorithms 16 (2) (2023)
Yihao Fang, Mu Niu, Pokman Cheung, Lizhen Lin
Extrinsic Bayesian Optimizations on Manifolds. CoRR (2022)
Mu Niu, Pokman Cheung, Lizhen Lin, Zhenwen Dai, Neil D. Lawrence, David B. Dunson
Intrinsic Gaussian processes on complex constrained domains. CoRR (2018)