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Risk Management

180 directly classified papers

Papers per year

Papers

Assessing the Efficacy of Clinical Sentiment Analysis and Topic Extraction in Psychiatric Readmission Risk Prediction EMNLP 2019
Estimating the Days to Success of Campaigns in Crowdfunding: A Deep Survival Perspective AAAI 2019
Transforming Underwriting in the Life Insurance Industry AAAI 2019
Cost-Sensitive Learning to Rank AAAI 2019
Multi-View Learning from Disparate Sources for Poverty Mapping AAAI 2019
FRIDAYS: A Financial Risk Information Detecting and Analyzing System AAAI 2019
NextGen AML: Distributed Deep Learning based Language Technologies to Augment Anti Money Laundering Investigation ACL 2018
Unsupervised Word Influencer Networks from News Streams ACL 2018
Sentence Classification for Investment Rules Detection ACL 2018
Causality Analysis of Twitter Sentiments and Stock Market Returns ACL 2018
Uplift Modeling from Separate Labels NIPS 2018
Dynamically Forming a Group of Human Forecasters and Machine Forecaster for Forecasting Economic Indicators IJCAI 2018
Short-term Sparse Portfolio Optimization Based on Alternating Direction Method of Multipliers JMLR 2018
Change-Point Computation for Large Graphical Models: A Scalable Algorithm for Gaussian Graphical Models with Change-Points JMLR 2018
Stock Price Prediction Using Attention-based Multi-Input LSTM ACML 2018
Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications ACML 2017
Welfare Guarantees from Data NIPS 2017
Volatility Prediction using Financial Disclosures Sentiments with Word Embedding-based IR Models ACL 2017
Multi-View Unsupervised User Feature Embedding for Social Media-based Substance Use Prediction EMNLP 2017
DPSCREEN: Dynamic Personalized Screening NIPS 2017
Using Twitter Language to Predict the Real Estate Market EACL 2017
Morpheus: Towards Automated SLOs for Enterprise Clusters OSDI 2016
Bayesian Intermittent Demand Forecasting for Large Inventories NIPS 2016
DYNACARE: Dynamic Cardiac Arrest Risk Estimation AISTATS 2013
Gaussian Process Conditional Copulas with Applications to Financial Time Series NIPS 2013