Uri Shaham
Bar-Ilan University(IL)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Neural Networks and Applications, Machine Learning and Data Classification, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network(2018)1,814 cited
- → Understanding adversarial training: Increasing local stability of supervised models through robust optimization(2018)363 cited
- → Provable approximation properties for deep neural networks(2016)204 cited
- → Removal of batch effects using distribution-matching residual networks(2017)189 cited
- → SpectralNet: Spectral Clustering using Deep Neural Networks(2018)118 cited
- → Gating mass cytometry data by deep learning(2017)118 cited
- Deep Survival: A Deep Cox Proportional Hazards Network.(2016)
- → Instruction Induction: From Few Examples to Natural Language Task Descriptions(2023)47 cited
- → Defending against Adversarial Images using Basis Functions Transformations(2018)45 cited
- → Learning by coincidence: Siamese networks and common variable learning(2017)37 cited