Risk Management

Multi-Type Urban Crime Prediction AAAI 2022 Next-Year Bankruptcy Prediction from Textual Data: Benchmark and Baselines EMNLP 2022 Optimizing Global Influenza Surveillance for Locations with Deficient Data (Student Abstract) AAAI 2022 Performative Power NeurIPS 2022 Provable Sensor Sets for Epidemic Detection over Networks with Minimum Delay AAAI 2022 Recruitment Strategies That Take a Chance NeurIPS 2022 Should I disclose my dataset? Caveats between reproducibility and individual data rights EMNLP 2022 Status Biases in Deliberation Online: Evidence from a Randomized Experiment on ChangeMyView EMNLP 2022 Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation NeurIPS 2022 TweetFinSent: A Dataset of Stock Sentiments on Twitter EMNLP 2022 Using Multimodal Data and AI to Dynamically Map Flood Risk AAAI 2022 An Adaptive News-Driven Method for CVaR-sensitive Online Portfolio Selection in Non-Stationary Financial Markets IJCAI 2021 Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications AAAI 2021 Efficient Optimal Selection for Composited Advertising Creatives with Tree Structure AAAI 2021 ExGAN: Adversarial Generation of Extreme Samples AAAI 2021 Fair and Efficient Allocations with Limited Demands AAAI 2021 GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting AAAI 2021 IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution AAAI 2021 Inferring High-Resolution Traffic Accident Risk Maps Based on Satellite Imagery and GPS Trajectories ICCV 2021 Multimodal Multi-Speaker Merger & Acquisition Financial Modeling: A New Task, Dataset, and Neural Baselines ACL 2021 Optimal Best-Arm Identification Methods for Tail-Risk Measures NeurIPS 2021 Predicting Mining Industry Accidents with a Multitask Learning Approach AAAI 2021 Scarce Societal Resource Allocation and the Price of (Local) Justice AAAI 2021 Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling AAAI 2021 Two steps to risk sensitivity NeurIPS 2021