conftrace_

risk prediction

55 papers

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Co-occurring keywords

electronic health record (266) survival analysis (128) graph neural network (3962) machine learning (436) interpretable machine learning (140) multi-task learning (2575) causal inference (1630) dynamic graph (108) gradient boosting (147) statistical learning (351)

Papers

Virtual-Eyes: Quantitative Validation of a Lung CT Quality-Control Pipeline for Foundation-Model Cancer Risk Prediction MIDL 2026
CHiRPE: A Step Towards Real-World Clinical NLP with Clinician-Oriented Model Explanations EACL 2026
Assessing the Risk of Falls in Older Adults Living in the Community Using Machine Learning Models with Imputation (Student Abstract) AAAI 2026
Spatial Graph Attention Network Modeling for Neighborhood-Scale Lead Contamination Risk Prediction Using Publicly Available Data AAAI 2026
GeoPro-Net: Learning Interpretable Spatiotemporal Prediction Models Through Statistically-Guided Geo-Prototyping AAAI 2025
Dynamic Graph Learning with Static Relations for Credit Risk Assessment AAAI 2025
ST-TAR: An Efficient Spatio-Temporal Learning Framework for Traffic Accident Risk Forecasting IJCAI 2025
Linguistically Communicating Uncertainty in Patient-Facing Risk Prediction Models EACL 2024
Preventing Eviction-Caused Homelessness through ML-Informed Distribution of Rental Assistance AAAI 2024
Toward Conditional Distribution Calibration in Survival Prediction NIPS 2024
Towards Reducing Diagnostic Errors with Interpretable Risk Prediction NAACL 2024
Monitoring machine learning-based risk prediction algorithms in the presence of performativity AISTATS 2024
Detecting Bipolar Disorder from Misdiagnosed Major Depressive Disorder with Mood-Aware Multi-Task Learning NAACL 2024
Discretionary Trees: Understanding Street-Level Bureaucracy via Machine Learning AAAI 2024
Is this model reliable for everyone? Testing for strong calibration AISTATS 2024
Task-Driven Causal Feature Distillation: Towards Trustworthy Risk Prediction AAAI 2024
Learning to Compare Financial Reports for Financial Forecasting EACL 2024
Designing monitoring strategies for deployed machine learning algorithms: navigating performativity through a causal lens CLEAR 2024
Adaptive Discretization for Event PredicTion (ADEPT) AISTATS 2024
RisQNet: Rescuing SMEs from Financial Shocks with a Novel Networked-Loan Risk Assessment IJCAI 2024
Exploring Hypergraph of Earnings Call for Risk Prediction (Student Abstract) AAAI 2023
Learning Survival Distribution with Implicit Survival Function IJCAI 2023
Surrogate Assisted Semi-supervised Inference for High Dimensional Risk Prediction JMLR 2023
A Statistical Learning Take on the Concordance Index for Survival Analysis AISTATS 2023
Differentiable sorting for censored time-to-event data. NIPS 2023