regression

Papers

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Showing 8001–8050 of 9424 papers

Title	Date	Tasks	Status
Accurate Uncertainties for Deep Learning Using Calibrated Regression	Jul 1, 2018	Deep LearningModel-based Reinforcement Learning	CodeCode Available
Learning Modulated Loss for Rotated Object Detection	Nov 19, 2019	Objectobject-detection	CodeCode Available
Super-realtime facial landmark detection and shape fitting by deep regression of shape model parameters	Feb 9, 2019	Facial Landmark DetectionImage Segmentation	CodeCode Available
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs	Aug 13, 2018	Causal Inferenceregression	CodeCode Available
Extremal learning: extremizing the output of a neural network in regression problems	Feb 6, 2021	regression	CodeCode Available
Curiously Effective Features for Image Quality Prediction	Jun 10, 2021	Predictionregression	CodeCode Available
Normalizing Flows for Conformal Regression	Jun 5, 2024	Conformal PredictionPrediction	CodeCode Available
CTT-Net: A Multi-view Cross-token Transformer for Cataract Postoperative Visual Acuity Prediction	Dec 12, 2022	regression	CodeCode Available
AMF: Aggregated Mondrian Forests for Online Learning	Jun 25, 2019	General ClassificationMulti-class Classification	CodeCode Available
Alzheimer's Dementia Recognition through Spontaneous Speech: The ADReSS Challenge	Apr 14, 2020	ClassificationGeneral Classification	CodeCode Available
Extrinsic Kernel Ridge Regression Classifier for Planar Kendall Shape Space	Dec 17, 2019	ClassificationGeneral Classification	CodeCode Available
Learning Nonparametric Volterra Kernels with Gaussian Processes	Jun 10, 2021	Gaussian ProcessesNumerical Integration	CodeCode Available
Embarrassingly Parallel Inference for Gaussian Processes	Feb 27, 2017	Gaussian ProcessesMixture-of-Experts	CodeCode Available
Novel Prediction Techniques Based on Clusterwise Linear Regression	Apr 28, 2018	Predictionregression	CodeCode Available
Face alignment by coarse-to-fine shape searching	Jun 7, 2015	Face Alignmentregression	CodeCode Available
Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects Estimation	Feb 12, 2021	regressionVariable Selection	CodeCode Available
Training Data Subset Selection for Regression with Controlled Generalization Error	Jun 23, 2021	regression	CodeCode Available
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees	Feb 5, 2019	Face AlignmentFace Model	CodeCode Available
An innovative adaptive kriging approach for efficient binary classification of mechanical problems	Jul 2, 2019	Binary ClassificationGeneral Classification	CodeCode Available
Private Regression via Data-Dependent Sufficient Statistic Perturbation	May 23, 2024	regression	CodeCode Available
Calibration by Distribution Matching: Trainable Kernel Calibration Metrics	Oct 31, 2023	Decision Makingregression	CodeCode Available
3DRegNet: A Deep Neural Network for 3D Point Registration	Apr 2, 2019	regression	CodeCode Available
Robust Optimization for Deep Regression	May 25, 2015	Age Estimationobject-detection	CodeCode Available
Unbiased Implicit Variational Inference	Aug 6, 2018	regressionVariational Inference	CodeCode Available
Calibrated simplex-mapping classification	Mar 4, 2021	ClassificationGeneral Classification	CodeCode Available
CT-based Subchondral Bone Microstructural Analysis in Knee Osteoarthritis via MR-Guided Distillation Learning	Jul 10, 2023	regression	CodeCode Available
Cross validation in sparse linear regression with piecewise continuous nonconvex penalties and its acceleration	Feb 27, 2019	regression	CodeCode Available
Learning PSD-valued functions using kernel sums-of-squares	Nov 22, 2021	Metric Learningregression	CodeCode Available
Nowruz at SemEval-2022 Task 7: Tackling Cloze Tests with Transformers and Ordinal Regression	Apr 1, 2022	Multi-Task Learningregression	CodeCode Available
Zero-shot Concept Bottleneck Models	Feb 13, 2025	regression	CodeCode Available
Learning Rate Schedules in the Presence of Distribution Shift	Mar 27, 2023	regression	CodeCode Available
Supervised Kernel Thinning	Oct 17, 2024	Computational Efficiencyregression	CodeCode Available
An Infra-Structure for Performance Estimation and Experimental Comparison of Predictive Models in R	Dec 1, 2014	General Classificationregression	CodeCode Available
Factor-augmented tree ensembles	Nov 27, 2021	Ensemble Learningregression	CodeCode Available
Factor-Driven Two-Regime Regression	Sep 10, 2020	regressionTime Series	CodeCode Available
Electron Energy Regression in the CMS High-Granularity Calorimeter Prototype	Sep 12, 2023	Image ReconstructionPosition	CodeCode Available
Bayesian quantile additive regression trees	Jul 10, 2016	Binary ClassificationGeneral Classification	CodeCode Available
Learning regression and verification networks for long-term visual tracking	Sep 12, 2018	General ClassificationObject	CodeCode Available
Nuclear penalized multinomial regression with an application to predicting at bat outcomes in baseball	Jun 30, 2017	regression	CodeCode Available
Supervised Learning and Model Analysis with Compositional Data	May 15, 2022	regression	CodeCode Available
Probabilistic energy forecasting through quantile regression in reproducing kernel Hilbert spaces	Aug 8, 2024	Demand Forecastingquantile regression	CodeCode Available
Fair Kernel Regression via Fair Feature Embedding in Kernel Space	Jul 4, 2019	BIG-bench Machine Learningfeature selection	CodeCode Available
Learning Sample-Specific Models with Low-Rank Personalized Regression	Oct 15, 2019	regression	CodeCode Available
Fairness for Robust Log Loss Classification	Mar 10, 2019	ClassificationDecision Making	CodeCode Available
Robust priors for regularized regression	Oct 6, 2020	regression	CodeCode Available
Variable Prioritization in Nonlinear Black Box Methods: A Genetic Association Case Study	Jan 22, 2018	regressionVariable Selection	CodeCode Available
Numerical Coordinate Regression with Convolutional Neural Networks	Jan 23, 2018	Pose Estimationregression	CodeCode Available
Efficient Truncated Linear Regression with Unknown Noise Variance	Aug 25, 2022	regression	CodeCode Available
Cross-validation for change-point regression: pitfalls and solutions	Dec 6, 2021	regression	CodeCode Available
Learning Spatial-Aware Regressions for Visual Tracking	Jun 22, 2017	regressionVisual Object Tracking	CodeCode Available

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All datasets California Housing Prices Concrete Compressive Strength Medical Cost Personal Dataset Synthetic: y = x * sin x ADORE Car_Price_Prediction

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.79	—	Unverified
2	Baseline Regression	R2 Score	0.58	—	Unverified
3	Mimic / Surrogate	R2 Score	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.86	—	Unverified
2	Baseline Regression	R2 Score	0.59	—	Unverified
3	Mimic / Surrogate	R2 Score	0.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.87	—	Unverified
2	Baseline Regression	R2 Score	0.78	—	Unverified
3	Mimic / Surrogate	R2 Score	0.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.98	—	Unverified
2	Baseline Regression	R2 Score	-0.01	—	Unverified
3	Mimic / Surrogate	R2 Score	-0.01	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XGBoost-MACCS	micro-averaged RMSE	0.93	—	Unverified
2	RF-ToxPrint	chemical macro-average RMSE	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Linear and Decision Tree Regression	R Squared	86.84	—	Unverified