conftrace_

distributional regression

6 papers

Explore in graph

Co-occurring keywords

quantile regression (95) continuous rank probability score (1) convex aggregation (2) conditional quantile (5) uncertainty estimation (648) concentration bound (28) interpretable neural network (19) random forest (326) optimal transport theory (2) vector quantile function (1)

Papers

Text-to-Distribution Prediction with Quantile Tokens and Neighbor Context ACL 2026

Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation NIPS 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