Risk Management

Subsidy Allocations in the Presence of Income Shocks AAAI 2020 TellTail: Fast Scoring and Detection of Dense Subgraphs AAAI 2020 Using Small Business Banking Data for Explainable Credit Risk Scoring AAAI 2020 Allocating Interventions Based on Predicted Outcomes: A Case Study on Homelessness Services AAAI 2019 Assessing the Efficacy of Clinical Sentiment Analysis and Topic Extraction in Psychiatric Readmission Risk Prediction EMNLP 2019 Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes ACL 2019 Concentration of risk measures: A Wasserstein distance approach NeurIPS 2019 Cost-Sensitive Learning to Rank AAAI 2019 Cross-sectional Learning of Extremal Dependence among Financial Assets NeurIPS 2019 Estimating the Days to Success of Campaigns in Crowdfunding: A Deep Survival Perspective AAAI 2019 FRIDAYS: A Financial Risk Information Detecting and Analyzing System AAAI 2019 Identifying Predictive Causal Factors from News Streams EMNLP 2019 Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing AAAI 2019 Machine Learning Estimation of Heterogeneous Treatment Effects with Instruments NeurIPS 2019 Multi-View Learning from Disparate Sources for Poverty Mapping AAAI 2019 Policy Learning for Fairness in Ranking NeurIPS 2019 Surveys without Questions: A Reinforcement Learning Approach AAAI 2019 Transforming Underwriting in the Life Insurance Industry AAAI 2019 What does the language of foods say about us? EMNLP 2019 Causality Analysis of Twitter Sentiments and Stock Market Returns ACL 2018 Change-Point Computation for Large Graphical Models: A Scalable Algorithm for Gaussian Graphical Models with Change-Points JMLR 2018 Dynamically Forming a Group of Human Forecasters and Machine Forecaster for Forecasting Economic Indicators IJCAI 2018 NextGen AML: Distributed Deep Learning based Language Technologies to Augment Anti Money Laundering Investigation ACL 2018 Sentence Classification for Investment Rules Detection ACL 2018 Short-term Sparse Portfolio Optimization Based on Alternating Direction Method of Multipliers JMLR 2018