← Application Areas
Machine Learning › Application Areas ›

Risk Management

1053 directly classified papers

Papers per year

Papers

AI at the Margins: Data, Decisions, and Inclusive Social Impact IJCAI 2019
Forecasting Intra-Hour Imbalances in Electric Power Systems AAAI 2019
Adaptive Modeling for Risk-Aware Decision Making AAAI 2019
Optimal Pricing in Repeated Posted-Price Auctions with Different Patience of the Seller and the Buyer NIPS 2019
Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention EMNLP 2019
Biologically Inspired Adaptive-Q Filterbanks for Replay Spoofing Attack Detection INTERSPEECH 2019
Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting IJCAI 2019
Multivariate Submodular Optimization ICML 2019
Detection of Adverse Drug Reaction Mentions in Tweets Using ELMo ACL 2019
Continuous Quality Control and Advanced Text Segment Annotation with WAT-SL 2.0 ACL 2019
Robust Online Matching with User Arrival Distribution Drift AAAI 2019
Linear Stochastic Bandits Under Safety Constraints NIPS 2019
RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets AAAI 2019
FireCast: Leveraging Deep Learning to Predict Wildfire Spread IJCAI 2019
Towards Reliable Learning for High Stakes Applications AAAI 2019
A Machine Learning Suite for Machine Components’ Health-Monitoring AAAI 2019
Social Reinforcement Learning to Combat Fake News Spread UAI 2019
CLaC at CLPsych 2019: Fusion of Neural Features and Predicted Class Probabilities for Suicide Risk Assessment Based on Online Posts NAACL 2019
A New Approach for Automating Analysis of Responses on Verbal Fluency Tests from Subjects At-Risk for Schizophrenia INTERSPEECH 2019
More Efficient Off-Policy Evaluation through Regularized Targeted Learning ICML 2019
Identifying Adverse Drug Events Mentions in Tweets Using Attentive, Collocated, and Aggregated Medical Representation ACL 2019
Suicide Risk Assessment with Multi-level Dual-Context Language and BERT NAACL 2019
InterSpot: Interactive Spammer Detection in Social Media IJCAI 2019
Direct Uncertainty Prediction for Medical Second Opinions ICML 2019
Robustness Verification of Tree-based Models NIPS 2019