Timezone: »
Multi-Mean Gaussian Processes: A novel probabilistic framework for multi-correlated longitudinal data
Arthur Leroy · Mauricio A Álvarez
See the uploaded file.
Author Information
Arthur Leroy (The University of Manchester)
Mauricio A Álvarez (University of Manchester)
More from the Same Authors
-
2022 : Multi-Mean Gaussian Processes: A novel probabilistic framework for multi-correlated longitudinal data »
Arthur Leroy -
2022 Poster: Adjoint-aided inference of Gaussian process driven differential equations »
Paterne GAHUNGU · Christopher Lanyon · Mauricio A Álvarez · Engineer Bainomugisha · Michael T Smith · Richard Wilkinson -
2021 Poster: Modular Gaussian Processes for Transfer Learning »
Pablo Moreno-Muñoz · Antonio Artes · Mauricio Álvarez -
2021 Poster: Learning Nonparametric Volterra Kernels with Gaussian Processes »
Magnus Ross · Michael T Smith · Mauricio Álvarez -
2021 Poster: Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random Features »
Thomas McDonald · Mauricio Álvarez -
2020 Poster: Multi-task Causal Learning with Gaussian Processes »
Virginia Aglietti · Theodoros Damoulas · Mauricio Álvarez · Javier González -
2019 Poster: Multi-task Learning for Aggregated Data using Gaussian Processes »
Fariba Yousefi · Michael T Smith · Mauricio Álvarez -
2018 Poster: Heterogeneous Multi-output Gaussian Process Prediction »
Pablo Moreno-Muñoz · Antonio Artés · Mauricio Álvarez -
2018 Spotlight: Heterogeneous Multi-output Gaussian Process Prediction »
Pablo Moreno-Muñoz · Antonio Artés · Mauricio Álvarez -
2017 : Final remarks »
Alessandra Tosi · Alfredo Vellido · Mauricio Álvarez -
2017 : Opening remarks »
Alessandra Tosi · Alfredo Vellido · Mauricio Álvarez -
2017 Workshop: Transparent and interpretable Machine Learning in Safety Critical Environments »
Alessandra Tosi · Alfredo Vellido · Mauricio Álvarez -
2017 Poster: Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes »
Zhenwen Dai · Mauricio Álvarez · Neil Lawrence