Risk Management

Addressing Polarization and Unfairness in Performative Prediction AAAI 2026 An Approach Towards Developing Relationally Intelligent Multimodal Framework for Stock Movement Prediction (Student Abstract) AAAI 2026 Antisocial Behavior Prediction: A Survey and Practical Guide EACL 2026 Assessing the Risk of Falls in Older Adults Living in the Community Using Machine Learning Models with Imputation (Student Abstract) AAAI 2026 Balancing Fluency and Adherence: Hybrid Fallback Term Injection in Low-Resource Terminology Translation EACL 2026 BCWildfire: A Long-term Multi-factor Dataset and Deep Learning Benchmark for Boreal Wildfire Risk Prediction AAAI 2026 Beyond IVR: Benchmarking Customer Support LLM Agents for Business-Adherence EACL 2026 Beyond Single Transactions: D-EMAML---Dual-Edge Motif Neural Networks for Enhanced Anti-Money Laundering Detection AAAI 2026 Certified but Fooled! Breaking Certified Defenses with Ghost Certificates AAAI 2026 COIN: Uncertainty-Guarding Selective Question Answering for Foundation Models with Provable Risk Guarantees AAAI 2026 Composable Assurance for AI Alignment: A Framework for Propagating Formal Safety Properties Through MLOps AAAI 2026 Confidence Through Parallel Attention for Depth and Uncertainty Estimation in Dynamic Environments WACV 2026 Conformal Prediction for Multi-Source Detection on a Network AAAI 2026 Conformal Risk Sharing: Certified Cost Allocation with Participation Guarantees UAI 2026 Controllable Financial Market Generation with Diffusion Guided Meta Agent AAAI 2026 Coverage-Constrained Human-AI Cooperation with Multiple Experts AAAI 2026 Delayed Feedback Modeling with Influence Functions AAAI 2026 Domain-Specific Quality Estimation for Machine Translation in Low-Resource Scenarios EACL 2026 Forecasting Clinical Risk from Textual Time Series: Structuring Narratives for Temporal AI in Healthcare AAAI 2026 Forest vs Tree: The (N, K) Trade-off in Reproducible ML Evaluation AAAI 2026 Generating Risky Samples with Conformity Constraints via Diffusion Models AAAI 2026 Generative AI Against Poaching: Latent Composite Flow Matching for Poaching Prediction AAAI 2026 Hallucinations at the Firewall AAAI 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