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Risk Management

180 directly classified papers

Papers per year

Papers

Two steps to risk sensitivity NIPS 2021
Efficient Optimal Selection for Composited Advertising Creatives with Tree Structure AAAI 2021
GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting AAAI 2021
Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling AAAI 2021
Fair and Efficient Allocations with Limited Demands AAAI 2021
Inferring High-Resolution Traffic Accident Risk Maps Based on Satellite Imagery and GPS Trajectories ICCV 2021
Written Justifications are Key to Aggregate Crowdsourced Forecasts EMNLP 2021
Scarce Societal Resource Allocation and the Price of (Local) Justice AAAI 2021
Multimodal Multi-Speaker Merger & Acquisition Financial Modeling: A New Task, Dataset, and Neural Baselines ACL 2021
ExGAN: Adversarial Generation of Extreme Samples AAAI 2021
Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications AAAI 2021
Predicting Mining Industry Accidents with a Multitask Learning Approach AAAI 2021
Using Remote Sensing Imagery and Machine Learning to Predict Poaching in Wildlife Conservation Parks AAAI 2021
IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution AAAI 2021
Reinforcement-Learning Based Portfolio Management with Augmented Asset Movement Prediction States AAAI 2020
Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping PGM 2020
Gandalf: An Intelligent, End-To-End Analytics Service for Safe Deployment in Large-Scale Cloud Infrastructure NSDI 2020
A Model of Fake Data in Data-driven Analysis JMLR 2020
Data-Driven Market-Making via Model-Free Learning IJCAI 2020
A Two-level Reinforcement Learning Algorithm for Ambiguous Mean-variance Portfolio Selection Problem IJCAI 2020
Risk-Averse Trust Region Optimization for Reward-Volatility Reduction IJCAI 2020
Financial Thought Experiment: A GAN-based Approach to Vast Robust Portfolio Selection IJCAI 2020
Market Manipulation: An Adversarial Learning Framework for Detection and Evasion IJCAI 2020
Hierarchical Multi-Scale Gaussian Transformer for Stock Movement Prediction IJCAI 2020
Generating Realistic Stock Market Order Streams AAAI 2020