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quantile regression

Papers

Showing 301350 of 420 papers

TitleStatusHype
Hyperboost: Hyperparameter Optimization by Gradient Boosting surrogate models0
QRGAN: Quantile Regression Generative Adversarial Networks0
ChePAN: Constrained Black-Box Uncertainty Modelling with Quantile Regression0
Generalized Quantile Loss for Deep Neural Networks0
Insurance valuation: A two-step generalised regression approach0
Non-Crossing Quantile Regression for Distributional Reinforcement Learning0
Bias correction for quantile regression estimators0
Distributional Reinforcement Learning for mmWave Communications with Intelligent Reflectors on a UAV0
Mixed--frequency quantile regressions to forecast Value--at--Risk and Expected Shortfall0
Forecasting With Factor-Augmented Quantile Autoregressions: A Model Averaging Approach0
Addressing Variance Shrinkage in Variational Autoencoders using Quantile Regression0
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning0
Interpreting Unconditional Quantile Regression with Conditional Independence0
A framework for predicting, interpreting, and improving Learning Outcomes0
Bayesian Feature Selection in Joint Quantile Time Series Analysis0
Quantile Surfaces -- Generalizing Quantile Regression to Multivariate Targets0
Quantile Factor Models0
Decentralization Estimators for Instrumental Variable Quantile Regression Models0
QR-MIX: Distributional Value Function Factorisation for Cooperative Multi-Agent Reinforcement Learning0
Local Composite Quantile Regression for Regression Discontinuity0
Computer Model Calibration with Time Series Data using Deep Learning and Quantile Regression0
Unconditional Quantile Regression with High Dimensional Data0
Statistical post-processing of wind speed forecasts using convolutional neural networks0
Non-parametric Models for Non-negative FunctionsCode0
Nearly Linear Row Sampling Algorithm for Quantile Regression0
Horseshoe Prior Bayesian Quantile Regression0
Hard Shape-Constrained Kernel MachinesCode0
Nonparametric Expected Shortfall Forecasting Incorporating Weighted Quantiles0
A framework for probabilistic weather forecast post-processing across models and lead times using machine learningCode0
Knowing what you know: valid and validated confidence sets in multiclass and multilabel prediction0
Wild Bootstrap Inference for Penalized Quantile Regression for Longitudinal Data0
Millimeter Wave Communications with an Intelligent Reflector: Performance Optimization and Distributional Reinforcement Learning0
Deep Learning Tubes for Tube MPC0
Bayesian Panel Quantile Regression for Binary Outcomes with Correlated Random Effects: An Application on Crime Recidivism in Canada0
Distributional synthetic controls0
Censored Quantile Regression Forest0
Quantile Causal DiscoveryCode0
High Dimensional Latent Panel Quantile Regression with an Application to Asset Pricing0
Differentiable Ranking and Sorting using Optimal Transport0
Hybrid quantile estimation for asymmetric power GARCH models0
Predicting Indian stock market using the psycho-linguistic features of financial news0
Regularized Quantile Regression with Interactive Fixed Effects0
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric LaplaciansCode0
Nested conformal prediction and quantile out-of-bag ensemble methodsCode0
A ν- support vector quantile regression model with automatic accuracy control0
Improved error rates for sparse (group) learning with Lipschitz loss functions0
Debiased/Double Machine Learning for Instrumental Variable Quantile Regressions0
A Novel Smoothed Loss and Penalty Function for Noncrossing Composite Quantile Estimation via Deep Neural Networks0
Specification Testing in Nonparametric Instrumental Quantile Regression0
Estimation and Applications of Quantile Regression for Binary Longitudinal Data0
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