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Risk Management

180 directly classified papers

Papers per year

Papers

Evaluating Pre-trial Programs Using Interpretable Machine Learning Matching Algorithms for Causal Inference AAAI 2024
MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction AAAI 2024
Data Distribution Valuation NIPS 2024
A Bayesian Spatial Model to Correct Under-Reporting in Urban Crowdsourcing AAAI 2024
Percentile Risk-Constrained Budget Pacing for Guaranteed Display Advertising in Online Optimization AAAI 2024
ELSA: Efficient Label Shift Adaptation through the Lens of Semiparametric Models ICML 2023
Algorithms for bounding contribution for histogram estimation under user-level privacy ICML 2023
Fair Densities via Boosting the Sufficient Statistics of Exponential Families ICML 2023
Trillion Dollar Words: A New Financial Dataset, Task & Market Analysis ACL 2023
A Distribution Optimization Framework for Confidence Bounds of Risk Measures ICML 2023
Natural Disaster Tweets Classification Using Multimodal Data EMNLP 2023
Robust Consensus in Ranking Data Analysis: Definitions, Properties and Computational Issues ICML 2023
Semantic Similarity Covariance Matrix Shrinkage EMNLP 2023
AllSim: Simulating and Benchmarking Resource Allocation Policies in Multi-User Systems NIPS 2023
Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives ICCV 2023
Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications EMNLP 2023
Customized Positional Encoding to Combine Static and Time-varying Data in Robust Representation Learning for Crop Yield Prediction IJCAI 2023
TMID: A Comprehensive Real-world Dataset for Trademark Infringement Detection in E-Commerce EMNLP 2023
Interpret ESG Rating’s Impact on the Industrial Chain Using Graph Neural Networks IJCAI 2023
It’s not Sexually Suggestive; It’s Educative | Separating Sex Education from Suggestive Content on TikTok videos ACL 2023
PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability AAAI 2023
Using Multimodal Data and AI to Dynamically Map Flood Risk AAAI 2022
Optimizing Global Influenza Surveillance for Locations with Deficient Data (Student Abstract) AAAI 2022
Mitigating Low Agricultural Productivity of Smallholder Farms in Africa: Time-Series Forecasting for Environmental Stressors AAAI 2022
College Student Retention Risk Analysis from Educational Database Using Multi-Task Multi-Modal Neural Fusion AAAI 2022