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distributional regression

9 papers

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Co-occurring keywords · papers mentioning both

quantile regression (3) partial effect (1) semi-synthetic benchmark (1) continuous rank probability score (1) convex aggregation (1) conditional quantile (1) uncertainty estimation (1) concentration bound (1) interpretable neural network (1) random forest (1)

Papers

Text-to-Distribution Prediction with Quantile Tokens and Neighbor Context ACL 2026 Nonparametric Distributional Regression via Quantile Regression AISTATS 2025 Testing Generalizability in Causal Inference UAI 2025 Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation NeurIPS 2024 How Inverse Conditional Flows Can Serve as a Substitute for Distributional Regression UAI 2024 Neural Additive Models for Location Scale and Shape: A Framework for Interpretable Neural Regression Beyond the Mean AISTATS 2024 Vector Quantile Regression on Manifolds AISTATS 2024 Distributional Random Forests: Heterogeneity Adjustment and Multivariate Distributional Regression JMLR 2022 NGBoost: Natural Gradient Boosting for Probabilistic Prediction ICML 2020