Adji Bousso Dieng
Publications by Year
Research Areas
Machine Learning in Materials Science, Generative Adversarial Networks and Image Synthesis, Machine Learning and Algorithms, Topic Modeling, Gaussian Processes and Bayesian Inference
Most-Cited Works
- → Edward: A library for probabilistic modeling, inference, and criticism(2016)221 cited
- → TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependency(2016)129 cited
- → Readmission prediction via deep contextual embedding of clinical concepts(2018)127 cited
- → Prescribed Generative Adversarial Networks(2019)47 cited
- → Property-guided generation of complex polymer topologies using variational autoencoders(2024)39 cited
- → Avoiding Latent Variable Collapse With Generative Skip Models(2018)35 cited
- → Probing out-of-distribution generalization in machine learning for materials(2025)31 cited
- → LLM-Prop: Predicting Physical And Electronic Properties Of Crystalline Solids From Their Text Descriptions(2023)29 cited
- → The Vendi Score: A Diversity Evaluation Metric for Machine Learning(2022)26 cited