output
20102024
most citedThe importance of transparency and reproducibility in artificial intelligence research

533 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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4 papers · 1 filter

stat.ML2018★ 3 cited

Multi-Task Learning with Incomplete Data for Healthcare

Xin J. Hunt, Saba Emrani, Ilknur Kaynar Kabul +1

Multi-task learning is a type of transfer learning that trains multiple tasks simultaneously and leverages the shared information between related tasks to improve the generalizatio…

stat.ML2017★ 15 cited

Fast Incremental SVDD Learning Algorithm with the Gaussian Kernel

Hansi Jiang, Haoyu Wang, Wenhao Hu +2

Support vector data description (SVDD) is a machine learning technique that is used for single-class classification and outlier detection. The idea of SVDD is to find a set of supp…

stat.ML2016★ 11 cited

A Probabilistic Machine Learning Approach to Detect Industrial Plant Faults

Wei Xiao

Fault detection in industrial plants is a hot research area as more and more sensor data are being collected throughout the industrial process. Automatic data-driven approaches are…

stat.ML2015

Relations Between Adjacency and Modularity Graph Partitioning

Hansi Jiang, Carl Meyer

This paper develops the exact linear relationship between the leading eigenvector of the unnormalized modularity matrix and the eigenvectors of the adjacency matrix. We propose a m…