Dieng, Adji B.

1. Edward: A library for probabilistic modeling, inference, and criticism
   2016/10/31 by Dustin Tran, Tran, Dustin, Alp Kucukelbir +10 · 1 voice · 20 citations
   Computer Science · Mathematics · #Data Analysis with R #Gaussian Processes and Bayesian Inference #Machine Learning and Data Classification #cs.AI #cs.PL #stat.AP #stat.CO #stat.ML
2. Topic Modeling in Embedding Spaces
   2019/07/08 by Dieng, Adji B., Ruiz, Francisco J. R., Blei, David M. · 23 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependency
   2016/11/05 by Adji Bousso Dieng, Chong Wang, Dieng, Adji B. +5 · 5 citations
   Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
4. The Dynamic Embedded Topic Model
   2019/07/12 by Dieng, Adji B., Ruiz, Francisco J. R., Blei, David M. · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML)
5. Avoiding Latent Variable Collapse With Generative Skip Models
   2018/07/12 by Adji Bousso Dieng, Dieng, Adji B., Yoon Kim +5 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Music and Audio Processing
6. Noisin: Unbiased Regularization for Recurrent Neural Networks
   2018/05/03 by Dieng, Adji B., Ranganath, Rajesh, Altosaar, Jaan +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)