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predictive model

55 papers

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Co-occurring keywords

predictive modeling (68) representation learning (6206) causal inference (1630) distribution shift (722) algorithmic fairness (284) unsupervised learning (3264) social media (667) span-level annotation (12) crime narrative (2) subjective assessment (6)

Papers

Clinician-in-the-Loop Smart Home System to Detect Urinary Tract Infection Flare-Ups via Uncertainty-Aware Decision Support AAAI 2026
AI Diagnostic Assistant (AIDA): A Predictive Model for Diagnoses from Health Records in Clinical Decision Support Systems IJCAI 2025
Things Machine Learning Models Know That They Don’t Know AAAI 2025
Reproducibility of predictive networks for mouse visual cortex NIPS 2024
Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health AAAI 2023
On the Impact of Algorithmic Recourse on Social Segregation ICML 2023
SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code IJCAI 2023
Sharing Pattern Submodels for Prediction with Missing Values AAAI 2023
Modeling Metacognitive and Cognitive Processes in Data Science Problem Solving (Student Abstract) AAAI 2023
Causal Strategic Classification: A Tale of Two Shifts ICML 2023
Intrinsic Physical Concepts Discovery With Object-Centric Predictive Models CVPR 2023
Adaptive Energy Management for Self-Sustainable Wearables in Mobile Health AAAI 2022
Self-Supervised Representation Learning via Latent Graph Prediction ICML 2022
A Survey and Datasheet Repository of Publicly Available US Criminal Justice Datasets NIPS 2022
Decision-Focused Learning without Decision-Making: Learning Locally Optimized Decision Losses NIPS 2022
Predicting Difficulty and Discrimination of Natural Language Questions ACL 2022
Fusion Label Enhancement for Multi-Label Learning IJCAI 2022
Optimizing Global Influenza Surveillance for Locations with Deficient Data (Student Abstract) AAAI 2022
Optimal Training of Fair Predictive Models CLEAR 2022
Nonparametric adaptive control and prediction: theory and randomized algorithms JMLR 2022
Imprecise Oracles Impose Limits to Predictability in Supervised Learning (Extended Abstract) IJCAI 2021
Sequential Topological Representations for Predictive Models of Deformable Objects L4DC 2021
A Generative Modeling Approach to Calibrated Predictions: A Use Case on Menstrual Cycle Length Prediction MLHC 2021
Decision-Focused Summarization EMNLP 2021
Outlier Impact Characterization for Time Series Data AAAI 2021