1. A PID Controller Approach for Stochastic Optimization of Deep Networks
2. Publisher Correction: Network-based prediction of drug combinations
3. Edward Choi , Mohammad Taha Bahadori , Andy Schuetz , Walter F Stewart , and Jimeng Sun . 2016 a. Doctor AI: Predicting clinical events via recurrent neural networks . In Machine Learning for Healthcare Conference. PMLR, 301--318 . Edward Choi, Mohammad Taha Bahadori, Andy Schuetz, Walter F Stewart, and Jimeng Sun. 2016a. Doctor AI: Predicting clinical events via recurrent neural networks. In Machine Learning for Healthcare Conference. PMLR, 301--318.
4. Edward Choi , Mohammad Taha Bahadori , Jimeng Sun, Joshua Kulas, Andy Schuetz, and Walter F Stewart. 2016 b. RETAIN : An interpretable predictive model for healthcare using reverse time attention mechanism. In Advances in Neural Information Processing Systems . Edward Choi, Mohammad Taha Bahadori, Jimeng Sun, Joshua Kulas, Andy Schuetz, and Walter F Stewart. 2016b. RETAIN: An interpretable predictive model for healthcare using reverse time attention mechanism. In Advances in Neural Information Processing Systems.
5. The relationship between Precision-Recall and ROC curves