2 papers
cs.LG2018
IL-Net: Using Expert Knowledge to Guide the Design of Furcated Neural Networks
Khushmeen Sakloth, Wesley Beckner, Jim Pfaendtner +1
Deep neural networks (DNN) excel at extracting patterns. Through representation learning and automated feature engineering on large datasets, such models have been highly successfu…
cs.LG2018
Multimodal Deep Neural Networks using Both Engineered and Learned Representations for Biodegradability Prediction
Garrett B. Goh, Khushmeen Sakloth, Charles Siegel +2
Deep learning algorithms excel at extracting patterns from raw data, and with large datasets, they have been very successful in computer vision and natural language applications. H…