Eric P. Xing
Washington University in St. Louis(US)Mohamed bin Zayed University of Artificial Intelligence(AE)Carnegie Mellon University(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Advanced Image and Video Retrieval Techniques
Most-Cited Works
- Distance Metric Learning with Application to Clustering with Side-Information(2002)
- Mixed Membership Stochastic Blockmodels.(2008)
- → Theoretically Principled Trade-off between Robustness and Accuracy(2019)919 cited
- → Object Bank: A High-Level Image Representation for Scene Classification & Semantic Feature Sparsification(2018)856 cited
- → Mixed membership stochastic blockmodels(2007)786 cited
- Feature selection for high-dimensional genomic microarray data(2001)
- → A Latent Variable Model for Geographic Lexical Variation(2018)607 cited
- → High-Frequency Component Helps Explain the Generalization of Convolutional Neural Networks(2020)595 cited