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Prediction Intervals

Papers archive 2025-07-28

archive papers tagged: 309 · with a code link: 131 · where Syntology ran a sample: 31 (25 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (31 of 309 tagged: 25 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)

Page 3 of 4: papers 201 to 300 of 309, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Uncertainty-aware multi-fidelity surrogate modeling with noisy data
  12 Jan 2024 0 repositories listed
• Reliable Prediction Intervals with Regression Neural Networks
  15 Dec 2023 0 repositories listed
• Sequential inductive prediction intervals
  8 Dec 2023 0 repositories listed
• Adaptability of Computer Vision at the Tactical Edge: Addressing Environmental Uncertainty
  1 Dec 2023 0 repositories listed
• Stability of Random Forests and Coverage of Random-Forest Prediction Intervals
  28 Oct 2023 0 repositories listed
• Guaranteed Coverage Prediction Intervals with Gaussian Process Regression
  24 Oct 2023 0 repositories listed
• Approaches for Uncertainty Quantification of AI-predicted Material Properties: A Comparison
  19 Oct 2023 0 repositories listed
• The WayHome: Long-term Motion Prediction on Dynamically Scaled
  6 Oct 2023 0 repositories listed
• Distribution-free risk assessment of regression-based machine learning algorithms
  5 Oct 2023 0 repositories listed
• Assessment of Prediction Intervals Using Uncertainty Characteristics Curves
  4 Oct 2023 0 repositories listed
• Conformal Predictions for Longitudinal Data
  4 Oct 2023 0 repositories listed
• Confidence Calibration for Systems with Cascaded Predictive Modules
  21 Sep 2023 0 repositories listed
• Computation of Ultra-Short-Term Prediction Intervals of the Power Prosumption in Active Distribution Networks
  19 Sep 2023 0 repositories listed
• Beta quantile regression for robust estimation of uncertainty in the presence of outliers
  14 Sep 2023 0 repositories listed
• An LSTM-Based Predictive Monitoring Method for Data with Time-varying Variability
  5 Sep 2023 0 repositories listed
• UTOPIA: Universally Trainable Optimal Prediction Intervals Aggregation
  28 Jun 2023 0 repositories listed
• Wasserstein Generative Regression
  27 Jun 2023 0 repositories listed
• Ensembled Prediction Intervals for Causal Outcomes Under Hidden Confounding
  15 Jun 2023 0 repositories listed
• Interval Load Forecasting for Individual Households in the Presence of Electric Vehicle Charging
  5 Jun 2023 0 repositories listed
• Evaluating Machine Translation Quality with Conformal Predictive Distributions
  2 Jun 2023 0 repositories listed
• Adaptive Conformal Regression with Jackknife+ Rescaled Scores
  31 May 2023 0 repositories listed
• Using neural ordinary differential equations to predict complex ecological dynamics from population density data
  29 Apr 2023 0 repositories listed
• Quantile Extreme Gradient Boosting for Uncertainty Quantification
  23 Apr 2023 0 repositories listed
• Conformal Regression in Calorie Prediction for Team Jumbo-Visma
  6 Apr 2023 0 repositories listed
• Development and Evaluation of Conformal Prediction Methods for QSAR
  3 Apr 2023 0 repositories listed
• Extrapolation to complete basis-set limit in density-functional theory by quantile random-forest models
  26 Mar 2023 0 repositories listed
• Lightweight, Uncertainty-Aware Conformalized Visual Odometry
  3 Mar 2023 0 repositories listed
• Reliable Prediction Intervals with Directly Optimized Inductive Conformal Regression for Deep Learning
  2 Feb 2023 0 repositories listed
• Will My Robot Achieve My Goals? Predicting the Probability that an MDP Policy Reaches a User-Specified Behavior Target
  29 Nov 2022 0 repositories listed
• Confidence-Nets: A Step Towards better Prediction Intervals for regression Neural Networks on small datasets
  31 Oct 2022 0 repositories listed
• Nonparametric Probabilistic Regression with Coarse Learners
  28 Oct 2022 0 repositories listed
• Nonparametric Quantile Regression: Non-Crossing Constraints and Conformal Prediction
  18 Oct 2022 0 repositories listed
• Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption
  10 Oct 2022 0 repositories listed
• Prediction intervals for neural network models using weighted asymmetric loss functions
  9 Oct 2022 0 repositories listed
• Sparse high-dimensional linear regression with a partitioned empirical Bayes ECM algorithm
  16 Sep 2022 0 repositories listed
• Prediction Intervals and Confidence Regions for Symbolic Regression Models based on Likelihood Profiles
  14 Sep 2022 0 repositories listed
• A Nonparametric Approach with Marginals for Modeling Consumer Choice
  12 Aug 2022 0 repositories listed
• Prediction Intervals in the Beta Autoregressive Moving Average Model
  24 Jul 2022 0 repositories listed
• Improved conformalized quantile regression
  6 Jul 2022 0 repositories listed
• A Temporal Fusion Transformer for Long-term Explainable Prediction of Emergency Department Overcrowding
  1 Jul 2022 0 repositories listed
• Conformal Prediction Intervals for Markov Decision Process Trajectories
  10 Jun 2022 0 repositories listed
• Multivariate Probabilistic Forecasting of Intraday Electricity Prices using Normalizing Flows
  27 May 2022 0 repositories listed
• Conformal Prediction with Temporal Quantile Adjustments
  20 May 2022 0 repositories listed
• Scalable computation of prediction intervals for neural networks via matrix sketching
  6 May 2022 0 repositories listed
• Interpretable Battery Cycle Life Range Prediction Using Early Degradation Data at Cell Level
  26 Apr 2022 0 repositories listed
• Local Gaussian process extrapolation for BART models with applications to causal inference
  23 Apr 2022 0 repositories listed
• Probabilistic forecasts of wind power generation in regions with complex topography using deep learning methods: An Arctic case
  10 Mar 2022 0 repositories listed
• On the Construction of Distribution-Free Prediction Intervals for an Image Regression Problem in Semiconductor Manufacturing
  7 Mar 2022 0 repositories listed
• Statistics and Deep Learning-based Hybrid Model for Interpretable Anomaly Detection
  25 Feb 2022 0 repositories listed
• Uncertainty Quantification Techniques for Space Weather Modeling: Thermospheric Density Application
  6 Jan 2022 0 repositories listed
• On the Relation between Prediction and Imputation Accuracy under Missing Covariates
  9 Dec 2021 0 repositories listed
• Probabilistic predictions of SIS epidemics on networks based on population-level observations
  9 Nov 2021 0 repositories listed
• Applying Regression Conformal Prediction with Nearest Neighbors to time series data
  25 Oct 2021 0 repositories listed
• Multivariate Anomaly Detection based on Prediction Intervals Constructed using Deep Learning
  7 Oct 2021 0 repositories listed
• Distribution-Driven Disjoint Prediction Intervals for Deep Learning
  29 Sep 2021 0 repositories listed
• Modelling Periodic Measurement Data Having a Piecewise Polynomial Trend Using the Method of Variable Projection
  15 Sep 2021 0 repositories listed
• Uncertainty Prediction for Machine Learning Models of Material Properties
  16 Jul 2021 0 repositories listed
• How to Evaluate Uncertainty Estimates in Machine Learning for Regression?
  7 Jun 2021 0 repositories listed
• Light Gradient Boosting Machine as a Regression Method for Quantitative Structure-Activity Relationships
  28 Apr 2021 0 repositories listed
• Exploring Uncertainty in Deep Learning for Construction of Prediction Intervals
  27 Apr 2021 0 repositories listed
• Short-term bus travel time prediction for transfer synchronization with intelligent uncertainty handling
  14 Apr 2021 0 repositories listed
• Accurate and Reliable Forecasting using Stochastic Differential Equations
  28 Mar 2021 0 repositories listed
• Interpretable Machines: Constructing Valid Prediction Intervals with Random Forests
  9 Mar 2021 0 repositories listed
• Learning Prediction Intervals for Regression: Generalization and Calibration
  26 Feb 2021 0 repositories listed
• Optimal Prediction Intervals for Macroeconomic Time Series Using Chaos and NSGA II
  23 Feb 2021 0 repositories listed
• Approximation to Object Conditional Validity with Inductive Conformal Predictors
  15 Feb 2021 0 repositories listed
• Online Multivalid Learning: Means, Moments, and Prediction Intervals
  5 Jan 2021 0 repositories listed
• Conditional Coverage Estimation for High-quality Prediction Intervals
  1 Jan 2021 0 repositories listed
• Disease Momentum: Estimating the Reproduction Number in the Presence of Superspreading
  16 Dec 2020 0 repositories listed
• Learning Prediction Intervals for Model Performance
  15 Dec 2020 0 repositories listed
• Forecast with Forecasts: Diversity Matters
  3 Dec 2020 0 repositories listed
• Tolerance and Prediction Intervals for Non-normal Models
  23 Nov 2020 0 repositories listed
• Marginalised Spectral Mixture Kernels with Nested Sampling
  23 Nov 2020 0 repositories listed
• A Deep Generative Model Imitating Predictive Coding in Human Brain
  9 Oct 2020 0 repositories listed
• Prediction intervals for Deep Neural Networks
  8 Oct 2020 0 repositories listed
• Machine learning for recovery factor estimation of an oil reservoir: a tool for de-risking at a hydrocarbon asset evaluation
  7 Oct 2020 0 repositories listed
• A framework for predicting, interpreting, and improving Learning Outcomes
  6 Oct 2020 0 repositories listed
• Explainable boosted linear regression for time series forecasting
  18 Sep 2020 0 repositories listed
• Ridge Regression Revisited: Debiasing, Thresholding and Bootstrap
  17 Sep 2020 0 repositories listed
• Moment Multicalibration for Uncertainty Estimation
  18 Aug 2020 0 repositories listed
• CD-split and HPD-split: efficient conformal regions in high dimensions
  24 Jul 2020 0 repositories listed
• Conformal Prediction Intervals for Neural Networks Using Cross Validation
  30 Jun 2020 0 repositories listed
• Modeling and Uncertainty Analysis of Groundwater Level Using Six Evolutionary Optimization Algorithms Hybridized with ANFIS, SVM, and ANN
  28 Jun 2020 0 repositories listed
• AutoCP: Automated Pipelines for Accurate Prediction Intervals
  24 Jun 2020 0 repositories listed
• Calibrated Reliable Regression using Maximum Mean Discrepancy
  18 Jun 2020 0 repositories listed
• Statistical Verification of Autonomous Systems using Surrogate Models and Conformal Inference
  1 Apr 2020 0 repositories listed
• Online Control of the False Coverage Rate and False Sign Rate
  1 Jan 2020 0 repositories listed
• Optimal Uncertainty-guided Neural Network Training
  30 Dec 2019 0 repositories listed
• Per-sample Prediction Intervals for Extreme Learning Machines
  19 Dec 2019 0 repositories listed
• Uncertainty Quantification in Ensembles of Honest Regression Trees using Generalized Fiducial Inference
  14 Nov 2019 0 repositories listed
• Learn-By-Calibrating: Using Calibration as a Training Objective
  30 Oct 2019 0 repositories listed
• A Novel Smoothed Loss and Penalty Function for Noncrossing Composite Quantile Estimation via Deep Neural Networks
  24 Sep 2019 0 repositories listed
• Combining Prediction Intervals on Multi-Source Non-Disclosed Regression Datasets
  15 Aug 2019 0 repositories listed
• Confidence intervals for class prevalences under prior probability shift
  10 Jun 2019 0 repositories listed
• Adaptive, Distribution-Free Prediction Intervals for Deep Networks
  25 May 2019 0 repositories listed
• Conformal Prediction Interval Estimations with an Application to Day-Ahead and Intraday Power Markets
  20 May 2019 0 repositories listed
• Crop yield probability density forecasting via quantile random forest and Epanechnikov Kernel function
  23 Apr 2019 0 repositories listed
• tspDB: Time Series Predict DB
  17 Mar 2019 0 repositories listed
• Tight Prediction Intervals Using Expanded Interval Minimization
  28 Jun 2018 0 repositories listed
• An Empirical Analysis of Constrained Support Vector Quantile Regression for Nonparametric Probabilistic Forecasting of Wind Power
  29 Mar 2018 0 repositories listed