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Risk Management

1053 directly classified papers

Papers per year

Papers

Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations EMNLP 2024
Preventing Eviction-Caused Homelessness through ML-Informed Distribution of Rental Assistance AAAI 2024
Combining Machine Learning and Queueing Theory for Data-Driven Incarceration-Diversion Program Management AAAI 2024
Towards ML-supported Triage Prediction in Real-World Emergency Room Scenarios ACL 2024
Proving membership in LLM pretraining data via data watermarks ACL 2024
Machine Translation Hallucination Detection for Low and High Resource Languages using Large Language Models EMNLP 2024
Pareto Optimal Learning for Estimating Large Language Model Errors ACL 2024
Deepfake Defense: Constructing and Evaluating a Specialized Urdu Deepfake Audio Dataset ACL 2024
Reliability Estimation of News Media Sources: Birds of a Feather Flock Together NAACL 2024
LLMFactor: Extracting Profitable Factors through Prompts for Explainable Stock Movement Prediction ACL 2024
SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent EMNLP 2024
On Leakage of Code Generation Evaluation Datasets EMNLP 2024
Uncertainty quantification and robustification of model-based controllers using conformal prediction L4DC 2024
Risk-Sensitive Online Algorithms (Extended Abstract) COLT 2024
Risk Measures and Upper Probabilities: Coherence and Stratification JMLR 2024
Drug Overdose Vital-Signs Evaluator Using Machine Learning IJCAI 2024
An engine not a camera: Measuring performative power of online search NIPS 2024
FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection NIPS 2024
DGA-GNN: Dynamic Grouping Aggregation GNN for Fraud Detection AAAI 2024
Vulnerabilities of Single-Round Incentive Compatibility in Auto-bidding: Theory and Evidence from ROI-Constrained Online Advertising Markets IJCAI 2024
Localized Adaptive Risk Control NIPS 2024
Fraud Risk Mitigation in Real-Time Payments: A Strategic Agent-Based Analysis IJCAI 2024
Improving Industrial Safety by Auto-Generating Case-specific Preventive Recommendations EMNLP 2024
Where The Wild Things Are: Brute-Force SSH Attacks In The Wild And How To Stop Them NSDI 2024
Boosted Conformal Prediction Intervals NIPS 2024