Sara Wade

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 12

Top Topics

Gaussian Process

Gaussian Process Latent Variable Models

Top Venues

Publications

Clement Etienam, Kody J. H. Law, Sara Wade, Vitaly Zankin
Fast deep mixtures of Gaussian process experts. Mach. Learn. 113 (3) (2024)
Breeshey Roskams-Hieter, Jude Wells, Sara Wade
Leveraging Variational Autoencoders for Multiple Data Imputation. ECML/PKDD (1) (2023)
Weichang Yu, Sara Wade, Howard D. Bondell, Lamiae Azizi
Nonstationary Gaussian Process Discriminant Analysis With Variable Selection for High-Dimensional Functional Data. J. Comput. Graph. Stat. 32 (2) (2023)
Teemu Härkönen, Sara Wade, Kody J. H. Law, Lassi Roininen
. CoRR (2022)
Breeshey Roskams-Hieter, Jude Wells, Sara Wade
Leveraging variational autoencoders for multiple data imputation. CoRR (2022)
Anja K. Leist, Matthias Klee, Jung Hyun Kim, David H. Rehkopf, Stéphane P. A. Bordas, Graciela Muniz-Terrera, Sara Wade
Machine learning in the social and health sciences. CoRR (2021)
Charles W. L. Gadd, Sara Wade, A. A. Shah
Pseudo-marginal Bayesian inference for Gaussian process latent variable models. Mach. Learn. 110 (6) (2021)
Karla Monterrubio-Gómez, Lassi Roininen, Sara Wade, Theodoros Damoulas, Mark Girolami
Posterior inference for sparse hierarchical non-stationary models. Comput. Stat. Data Anal. 148 (2020)
Clement Etienam, Kody J. H. Law, Sara Wade
Ultra-fast Deep Mixtures of Gaussian Process Experts. CoRR (2020)
Charles W. L. Gadd, Sara Wade, Alexis Boukouvalas
Enriched mixtures of generalised Gaussian process experts. AISTATS (2020)
Charles W. L. Gadd, Sara Wade, Alexis Boukouvalas
Enriched Mixtures of Gaussian Process Experts. CoRR (2019)
Charles W. L. Gadd, Sara Wade, Akeel A. Shah, Dimitris Grammatopoulos
Pseudo-marginal Bayesian inference for supervised Gaussian process latent variable models. CoRR (2018)
Sara Wade, David B. Dunson, Sonia Petrone, Lorenzo Trippa
Improving prediction from dirichlet process mixtures via enrichment. J. Mach. Learn. Res. 15 (1) (2014)