conftrace_

quantile regression

95 papers

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QR

Co-occurring keywords

prediction interval (67) conformal prediction (215) uncertainty quantification (1393) distributional reinforcement learning (72) conditional distribution (64) neural network (6616) reproducing kernel hilbert space (334) non-parametric regression (26) conditional quantile (5) random forest (326)

Papers

TrustEnergy: A Unified Framework for Accurate and Reliable User-level Energy Usage Prediction AAAI 2026
RUL-QMoE: Multiple Non-crossing Quantile Mixture-of-Experts for Probabilistic Remaining Useful Life Predictions of Varying Battery Materials AAAI 2026
Fast Conformal Prediction Using Conditional Interquantile Intervals AAAI 2026
A Differential Perspective on Distributional Reinforcement Learning AAAI 2026
Text-to-Distribution Prediction with Quantile Tokens and Neighbor Context ACL 2026
Multi-Horizon Time Series Forecasting of Non-Parametric CDFs with Deep Lattice Networks AAAI 2026
Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates AAAI 2025
Quantile Regression with Large Language Models for Price Prediction ACL 2025
Conformal Thresholded Intervals for Efficient Regression AAAI 2025
Online Quantile Regression JMLR 2025
Uncertainty-aware Predict-Then-Optimize Framework for Equitable Post-Disaster Power Restoration IJCAI 2025
Fast Computation of Superquantile-Constrained Optimization Through Implicit Scenario Reduction JMLR 2025
Quantile-Regression-Ensemble: A Deep Learning Algorithm for Downscaling Extreme Precipitation AAAI 2024
Vector Quantile Regression on Manifolds AISTATS 2024
Order of Magnitude Speedups for LLM Membership Inference EMNLP 2024
Value-Distributional Model-Based Reinforcement Learning JMLR 2024
Integrating Uncertainty Awareness into Conformalized Quantile Regression AISTATS 2024
Nonparametric Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks JMLR 2024
Risk-Conditioned Reinforcement Learning: A Generalized Approach for Adapting to Varying Risk Measures AAAI 2024
Deep Nonparametric Quantile Regression under Covariate Shift JMLR 2024
Conditional Outcome Equivalence: A Quantile Alternative to CATE NIPS 2024
Neural Spline Search for Quantile Probabilistic Modeling AAAI 2023
Robust and Agnostic Learning of Conditional Distributional Treatment Effects AISTATS 2023
Conformal Prediction with Missing Values ICML 2023
Optimizing Hyperparameters with Conformal Quantile Regression ICML 2023