1 code implementation • 27 Jan 2023 • Ayush Bharti, Masha Naslidnyk, Oscar Key, Samuel Kaski, François-Xavier Briol
Likelihood-free inference methods typically make use of a distance between simulated and real data.
no code implementations • 2 Dec 2021 • Masha Naslidnyk, Javier Gonzalez, Maren Mahsereci
Bayesian quadrature (BQ) is a model-based numerical integration method that is able to increase sample efficiency by encoding and leveraging known structure of the integration task at hand.
no code implementations • IJCNLP 2019 • Esma Balkir, Masha Naslidnyk, Dave Palfrey, Arpit Mittal
Bilinear models such as DistMult and ComplEx are effective methods for knowledge graph (KG) completion.
Ranked #18 on Link Prediction on FB15k