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Risk Management

1,064 papers

Papers per year

2
6
121
135
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Papers

SSPAttack: A Simple and Sweet Paradigm for Black-Box Hard-Label Textual Adversarial Attack AAAI 2023
On the Cost of Demographic Parity in Influence Maximization AAAI 2023
Critical Firms Prediction for Stemming Contagion Risk in Networked-Loans through Graph-Based Deep Reinforcement Learning AAAI 2023
Out-of-Distribution Detection Is Not All You Need AAAI 2023
A Risk-Sensitive Approach to Policy Optimization AAAI 2023
Blending Advertising with Organic Content in E-commerce via Virtual Bids AAAI 2023
Trustworthy Residual Vehicle Value Prediction for Auto Finance AAAI 2023
Exploring Hypergraph of Earnings Call for Risk Prediction (Student Abstract) AAAI 2023
Less Is More: Volatility Forecasting with Contrastive Representation Learning (Student Abstract) AAAI 2023
Post-Abstention: Towards Reliably Re-Attempting the Abstained Instances in QA ACL 2023
A Close Look into the Calibration of Pre-trained Language Models ACL 2023
Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations ACL 2023
Measuring Consistency in Text-based Financial Forecasting Models ACL 2023
Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers ACL 2023
VoteTRANS: Detecting Adversarial Text without Training by Voting on Hard Labels of Transformations ACL 2023
Evaluation for Change ACL 2023
From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework ACL 2023
Recognizing Learner Handwriting Retaining Orthographic Errors for Enabling Fine-Grained Error Feedback ACL 2023
Evaluating and Improving Automatic Speech Recognition using Severity ACL 2023
Decouple then Combine: A Simple and Effective Framework for Fraud Transaction Detection ACML 2023
Huber-robust confidence sequences AISTATS 2023
Hedging against Complexity: Distributionally Robust Optimization with Parametric Approximation AISTATS 2023
Entropic Risk Optimization in Discounted MDPs AISTATS 2023
Flexible risk design using bi-directional dispersion AISTATS 2023
Piecewise Stationary Bandits under Risk Criteria AISTATS 2023