Risk Management

Stock Price Prediction Using Attention-based Multi-Input LSTM ACML 2018 Unsupervised Word Influencer Networks from News Streams ACL 2018 Uplift Modeling from Separate Labels NeurIPS 2018 DPSCREEN: Dynamic Personalized Screening NeurIPS 2017 Multi-View Unsupervised User Feature Embedding for Social Media-based Substance Use Prediction EMNLP 2017 Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications ACML 2017 Using Twitter Language to Predict the Real Estate Market EACL 2017 Volatility Prediction using Financial Disclosures Sentiments with Word Embedding-based IR Models ACL 2017 Welfare Guarantees from Data NeurIPS 2017 Bayesian Intermittent Demand Forecasting for Large Inventories NeurIPS 2016 Morpheus: Towards Automated SLOs for Enterprise Clusters OSDI 2016 DYNACARE: Dynamic Cardiac Arrest Risk Estimation AISTATS 2013 Gaussian Process Conditional Copulas with Applications to Financial Time Series NeurIPS 2013 Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task NeurIPS 2012 Selective Prediction of Financial Trends with Hidden Markov Models NeurIPS 2011 Throttling Poisson Processes NeurIPS 2010 A General Projection Property for Distribution Families NeurIPS 2009 In-Network PCA and Anomaly Detection NeurIPS 2006