814 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Stanford UniversityUS70 papers
- University of California, BerkeleyUS57 papers
- Lawrence Berkeley National LaboratoryUS50 papers
- SLAC National Accelerator LaboratoryUS49 papers
- Fermi National Accelerator LaboratoryUS47 papers
- Kavli Institute for Particle Astrophysics and CosmologyUS42 papers
- University of Colorado DenverUS42 papers
- California Institute of TechnologyUS41 papers
- University of FloridaUS40 papers
- University of MinnesotaUS39 papers
- Texas A&M UniversityUS35 papers
- Queen's UniversityCA34 papers
5 papers · 2 filters
Signal Processing on Cell Complexes
T. Mitchell Roddenberry, Michael T. Schaub, Mustafa Hajij
The processing of signals supported on non-Euclidean domains has attracted large interest recently. Thus far, such non-Euclidean domains have been abstracted primarily as graphs wi…
Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud
Michaela Hardt, Xiaoguang Chen, Xiaoyi Cheng +18
Understanding the predictions made by machine learning (ML) models and their potential biases remains a challenging and labor-intensive task that depends on the application, the da…
Automated Graph Learning via Population Based Self-Tuning GCN
Ronghang Zhu, Zhiqiang Tao, Yaliang Li +1
Owing to the remarkable capability of extracting effective graph embeddings, graph convolutional network (GCN) and its variants have been successfully applied to a broad range of t…
Novel Deep Learning Architecture for Heart Disease Prediction using Convolutional Neural Network
Shadab Hussain, Santosh Kumar Nanda, Susmith Barigidad +3
Healthcare is one of the most important aspects of human life. Heart disease is known to be one of the deadliest diseases which is hampering the lives of many people around the wor…
Simplicial Complex Representation Learning
Mustafa Hajij, Ghada Zamzmi, Theodore Papamarkou +2
Simplicial complexes form an important class of topological spaces that are frequently used in many application areas such as computer-aided design, computer graphics, and simulati…