no code implementations • 17 Oct 2022 • Miguel Garcia-Ortegon, Andreas Bender, Sergio Bacallado
Neural processes (NPs) are models for transfer learning with properties reminiscent of Gaussian Processes (GPs).
1 code implementation • 29 Oct 2021 • Miguel García-Ortegón, Gregor N. C. Simm, Austin J. Tripp, José Miguel Hernández-Lobato, Andreas Bender, Sergio Bacallado
The field of machine learning for drug discovery is witnessing an explosion of novel methods.
2 code implementations • 16 Apr 2020 • Qingyuan Zhao, Nianqiao Ju, Sergio Bacallado
We gave a detailed illustration of why some early and highly influential analyses of the COVID-19 pandemic were severely biased.
Applications Methodology
no code implementations • 23 Oct 2017 • Annie Marsden, Sergio Bacallado
We propose a novel algorithm for sequential matrix completion in a recommender system setting, where the $(i, j)$th entry of the matrix corresponds to a user $i$'s rating of product $j$.