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Risk Management

1053 directly classified papers

Papers per year

Papers

An Approach Towards Developing Relationally Intelligent Multimodal Framework for Stock Movement Prediction (Student Abstract) AAAI 2026
Hallucinations at the Firewall AAAI 2026
Optimizer Choice and Calibration for QARiB on Arabic-Script Social Media Offensive Language Detection EACL 2026
TRUST: Transaction Risk via Unified Sequence and Topology AAAI 2026
COIN: Uncertainty-Guarding Selective Question Answering for Foundation Models with Provable Risk Guarantees AAAI 2026
Assessing the Risk of Falls in Older Adults Living in the Community Using Machine Learning Models with Imputation (Student Abstract) AAAI 2026
Beyond IVR: Benchmarking Customer Support LLM Agents for Business-Adherence EACL 2026
Antisocial Behavior Prediction: A Survey and Practical Guide EACL 2026
Certified but Fooled! Breaking Certified Defenses with Ghost Certificates AAAI 2026
Interpolated Stochastic Interventions Based on Propensity Scores, Target Policies and Treatment-Specific Costs AAAI 2026
Delayed Feedback Modeling with Influence Functions AAAI 2026
Forest vs Tree: The (N, K) Trade-off in Reproducible ML Evaluation AAAI 2026
Composable Assurance for AI Alignment: A Framework for Propagating Formal Safety Properties Through MLOps AAAI 2026
Forecasting Clinical Risk from Textual Time Series: Structuring Narratives for Temporal AI in Healthcare AAAI 2026
Confidence Through Parallel Attention for Depth and Uncertainty Estimation in Dynamic Environments WACV 2026
SD-CSFL: A Synthetic Data-Driven Conformity Scoring Framework for Robust Federated Learning WACV 2026
How Many Ratings per Item are Necessary for Reliable Significance Testing? EACL 2026
How to Contextualize Empirical Data for Risk Analysis with LLMs: A Case Study of Power Outages EACL 2026
Domain-Specific Quality Estimation for Machine Translation in Low-Resource Scenarios EACL 2026
Balancing Fluency and Adherence: Hybrid Fallback Term Injection in Low-Resource Terminology Translation EACL 2026
Beyond Single Transactions: D-EMAML---Dual-Edge Motif Neural Networks for Enhanced Anti-Money Laundering Detection AAAI 2026
Coverage-Constrained Human-AI Cooperation with Multiple Experts AAAI 2026
Predicting Session Termination and Retention on X from Fine-Grained Interaction Logs (Student Abstract) AAAI 2026
Risk Atlas Nexus: A System for Managing AI Risks AAAI 2026
PAGER: Proactive Monitoring Agent for Enterprise AI Assistant AAAI 2026