Research

Search / Optimization / Regularization / Model Representation

• Probabilistic Model Building for Structure Search [refs]
• Regularization of Neural Networks [refs]
• Problem Decomposition in Neural Networks [refs]

Applications: Natural Language Processing / Computational Linguistics

• Model Revision for Statistical Machine Translation [refs]
  
• Ensemble of Neural Networks for Syntax Analysis [refs]
• Training Guide of Neural Networks for Neural Machine Translation [refs]
• Knowledge Graph Embedding/Training

Applications: Environmental  Science 

• Stability Analysis of LSTM for Long-Term Forecasting in Ecological Data [refs]

Applications: Vision

• Error Detection by Image-Based Modeling in Additive Manufacturing [refs]