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Risk Management

1,064 papers

Papers per year

2
6
121
135
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Papers

Near-Optimal MNL Bandits Under Risk Criteria AAAI 2021
Variational Disentanglement for Rare Event Modeling AAAI 2021
WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning AAAI 2021
Are Adversarial Examples Created Equal? A Learnable Weighted Minimax Risk for Robustness under Non-uniform Attacks AAAI 2021
Outlier Impact Characterization for Time Series Data AAAI 2021
Constrained Risk-Averse Markov Decision Processes AAAI 2021
Estimation of Spectral Risk Measures AAAI 2021
Hierarchical Coherence Modeling for Document Quality Assessment AAAI 2021
Fairness in Influence Maximization through Randomization AAAI 2021
Modeling the Field Value Variations and Field Interactions Simultaneously for Fraud Detection AAAI 2021
Comparison Lift: Bandit-based Experimentation System for Online Advertising AAAI 2021
Accurate and Interpretable Machine Learning for Transparent Pricing of Health Insurance Plans AAAI 2021
Topological Machine Learning Methods for Power System Responses to Contingencies AAAI 2021
Where there's Smoke, there's Fire: Wildfire Risk Predictive Modeling via Historical Climate Data 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
IFDDS: An Anti-fraud Outbound Robot AAAI 2021
The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing ACL 2021
Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates ACL 2021
Multimodal Multi-Speaker Merger & Acquisition Financial Modeling: A New Task, Dataset, and Neural Baselines ACL 2021
Supporting Complaints Investigation for Nursing and Midwifery Regulatory Agencies ACL 2021
Keynote Abstract: Machine Learning in Conflict Studies: Reflections on Ethics, Collaboration, and Ongoing Challenges ACL 2021
Identifying Hijacked Reviews ACL 2021
Modeling Risky Choices in Unknown Environments ACML 2021