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quantile regression

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TitleStatusHype
Neural Spline Search for Quantile Probabilistic Modeling—0
Building Coverage Estimation with Low-resolution Remote Sensing Imagery—0
Hybrid Censored Quantile Regression Forest to Assess the Heterogeneous Effects—0
Retire: Robust Expectile Regression in High Dimensions—0
Acela: Predictable Datacenter-level Maintenance Job Scheduling—0
Enhanced prediction accuracy with uncertainty quantification in monitoring CO2 sequestration using convolutional neural networks—0
Insights into the drivers and spatio-temporal trends of extreme Mediterranean wildfires with statistical deep-learningCode0
Will My Robot Achieve My Goals? Predicting the Probability that an MDP Policy Reaches a User-Specified Behavior Target—0
Bayesian Multivariate Quantile Regression with alternative Time-varying Volatility Specifications—0
Beyond Ensemble Averages: Leveraging Climate Model Ensembles for Subseasonal ForecastingCode0
Estimation and inference for transfer learning with high-dimensional quantile regression—0
On the Pointwise Behavior of Recursive Partitioning and Its Implications for Heterogeneous Causal Effect Estimation—0
Conformal Quantitative Predictive Monitoring of STL Requirements for Stochastic ProcessesCode0
Time series quantile regression using random forests—0
A Long-term Dependent and Trustworthy Approach to Reactor Accident Prognosis based on Temporal Fusion Transformer—0
SPQR: An R Package for Semi-Parametric Density and Quantile Regression—0
Distribution-Free Finite-Sample Guarantees and Split Conformal Prediction—0
High-dimensional Measurement Error Models for Lipschitz Loss—0
Low-rank Panel Quantile Regression: Estimation and Inference—0
Nonparametric Quantile Regression: Non-Crossing Constraints and Conformal Prediction—0
Differentially Private Bootstrap: New Privacy Analysis and Inference StrategiesCode0
Conformalized Fairness via Quantile RegressionCode0
Fast Inference for Quantile Regression with Tens of Millions of Observations—0
A review of predictive uncertainty estimation with machine learning—0
Bayesian Mixed-Frequency Quantile Vector Autoregression: Eliciting tail risks of Monthly US GDP—0
Instrumental variable quantile regression under random right censoring—0
An intelligent algorithmic trading based on a risk-return reinforcement learning algorithm—0
Regression modelling of spatiotemporal extreme U.S. wildfires via partially-interpretable neural networksCode0
Region-Based Evidential Deep Learning to Quantify Uncertainty and Improve Robustness of Brain Tumor Segmentation—0
Statistical Properties of the log-cosh Loss Function Used in Machine Learning—0
Quantile Random-Coefficient Regression with Interactive Fixed Effects: Heterogeneous Group-Level Policy Evaluation—0
Exploring Financial Networks Using Quantile Regression and Granger Causality—0
Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks—0
Semantic uncertainty intervals for disentangled latent spacesCode0
The Nature of Temporal Difference Errors in Multi-step Distributional Reinforcement Learning—0
Improved conformalized quantile regression—0
Distributional neural networks for electricity price forecasting—0
LogGENE: A smooth alternative to check loss for Deep Healthcare Inference Tasks—0
IGN : Implicit Generative NetworksCode0
Conformal Prediction Intervals for Markov Decision Process Trajectories—0
Fast Kernel Methods for Generic Lipschitz Losses via p-Sparsified SketchesCode0
Optimal Adaptive Prediction Intervals for Electricity Load Forecasting in Distribution Systems via Reinforcement LearningCode0
Probabilistic Models for Manufacturing Lead Times—0
Interpretable Battery Cycle Life Range Prediction Using Early Degradation Data at Cell Level—0
Surrogate Ensemble Forecasting for Dynamic Climate Impact Models—0
Decomposition of Differences in Distribution under Sample Selection and the Gender Wage Gap—0
On the Construction of Distribution-Free Prediction Intervals for an Image Regression Problem in Semiconductor Manufacturing—0
Weighted-average quantile regression—0
A Robust Statistical Analysis of the Role of Hydropower on the System Electricity Price and Price Volatility—0
Capturing Actionable Dynamics with Structured Latent Ordinary Differential EquationsCode0
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