Abu-El-Haija, Sami

1. YouTube-8M: A Large-Scale Video Classification Benchmark
   2016/09/27 by Sami Abu-El-Haija, Nisarg Kothari, Abu-El-Haija, Sami +10 · 38 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
2. MixHop: Higher-Order Graph Convolutional Architectures via Sparsified\n Neighborhood Mixing
   2019/04/30 by Sami Abu-El-Haija, Abu-El-Haija, Sami, Bryan Perozzi +13 · 29 citations
   Computer Science · Health Professions · #Advanced Graph Neural Networks #Artificial Intelligence in Healthcare #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Social and Information Networks (cs.SI)
3. Machine Learning on Graphs: A Model and Comprehensive Taxonomy
   2020/05/07 by Ines Chami, Sami Abu-El-Haija, Chami, Ines +7 · 11 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Social and Information Networks (cs.SI) #Topic Modeling
4. N-GCN: Multi-scale Graph Convolution for Semi-supervised Node\n Classification
   2018/02/24 by Sami Abu-El-Haija, Amol Kapoor, Abu-El-Haija, Sami +5 · 7 citations
   Computer Science · Health Professions · #Advanced Graph Neural Networks #Artificial Intelligence in Healthcare
5. End-to-end Learning of Compressible Features
   2020/07/23 by Singh, Saurabh, Abu-El-Haija, Sami, Johnston, Nick +3 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
6. TpuGraphs: A Performance Prediction Dataset on Large Tensor Computational Graphs
   2023/08/25 by Phothilimthana, Phitchaya Mangpo, Abu-El-Haija, Sami, Cao, Kaidi +4 · 3 citations
   #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
7. CardBench: A Benchmark for Learned Cardinality Estimation in Relational Databases
   2024/08/28 by Yannis Chronis, Yawen Wang, Chronis, Yannis +11 · 2 citations
   Computer Science · #Advanced Database Systems and Queries #Bayesian Modeling and Causal Inference #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)