Search Results for author: Omar Maddouri

Found 3 papers, 1 papers with code

Robust Importance Sampling for Error Estimation in the Context of Optimal Bayesian Transfer Learning

no code implementations5 Sep 2021 Omar Maddouri, Xiaoning Qian, Francis J. Alexander, Edward R. Dougherty, Byung-Jun Yoon

In this paper, we fill this gap by investigating knowledge transferability in the context of classification error estimation within a Bayesian paradigm.

Classification Decision Making +2

Geometric Affinity Propagation for Clustering with Network Knowledge

no code implementations26 Mar 2021 Omar Maddouri, Xiaoning Qian, Byung-Jun Yoon

This interest primarily stems from the amount of compressed information encoded in these exemplars that effectively reflect the major characteristics of the respective clusters.

Clustering

Neuro-symbolic representation learning on biological knowledge graphs

1 code implementation13 Dec 2016 Mona Alshahrani, Mohammed Asif Khan, Omar Maddouri, Akira R Kinjo, Núria Queralt-Rosinach, Robert Hoehndorf

Motivation: Biological data and knowledge bases increasingly rely on Semantic Web technologies and the use of knowledge graphs for data integration, retrieval and federated queries.

Data Integration Knowledge Graphs +2

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