Saad Hamid

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Posterior Probability

Bayesian Learning

Fourier Transform

Monte Carlo Sampling

Top Venues

Trans. Mach. Learn. Res.

Publications

Masaki Adachi, Satoshi Hayakawa, Martin Jørgensen, Saad Hamid, Harald Oberhauser, Michael A. Osborne
A Quadrature Approach for General-Purpose Batch Bayesian Optimization via Probabilistic Lifting. CoRR (2024)
Masaki Adachi, Satoshi Hayakawa, Saad Hamid, Martin Jørgensen, Harald Oberhauser, Michael A. Osborne
SOBER: Scalable Batch Bayesian Optimization and Quadrature using Recombination Constraints. CoRR (2023)
Saad Hamid, Xingchen Wan, Martin Jørgensen, Binxin Ru, Michael A. Osborne
Bayesian Quadrature for Neural Ensemble Search. Trans. Mach. Learn. Res. 2023 (2023)
Saad Hamid, Xingchen Wan, Martin Jørgensen, Binxin Ru, Michael A. Osborne
Bayesian Quadrature for Neural Ensemble Search. CoRR (2023)
Saad Hamid, Sebastian Schulze, Michael A. Osborne, Stephen J. Roberts
Marginalising over Stationary Kernels with Bayesian Quadrature. AISTATS (2022)
Saad Hamid, Sebastian Schulze, Michael A. Osborne, Stephen J. Roberts
Marginalising over Stationary Kernels with Bayesian Quadrature. CoRR (2021)
Edward Wagstaff, Saad Hamid, Michael A. Osborne
Batch Selection for Parallelisation of Bayesian Quadrature. CoRR (2018)