regression

Papers

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Showing 2251–2300 of 9424 papers

Title	Date	Tasks	Status	Score
FIT-GNN: Faster Inference Time for GNNs Using Coarsening	Oct 19, 2024	ClassificationGraph Classification	CodeCode Available	5
Faster Kernel Ridge Regression Using Sketching and Preconditioning	Nov 10, 2016	regression	CodeCode Available	5
Attentive Deep Regression Networks for Real-Time Visual Face Tracking in Video Surveillance	Aug 10, 2019	feature selectionObject Tracking	CodeCode Available	5
Cross validation in sparse linear regression with piecewise continuous nonconvex penalties and its acceleration	Feb 27, 2019	regression	CodeCode Available	5
Cross-validation for change-point regression: pitfalls and solutions	Dec 6, 2021	regression	CodeCode Available	5
Dimension Reduction and MARS	Feb 11, 2023	Dimensionality Reductionregression	CodeCode Available	5
Deep Factorization Machines for Knowledge Tracing	Jun 1, 2018	Knowledge TracingLanguage Acquisition	CodeCode Available	5
A Locally Adaptive Interpretable Regression	May 7, 2020	BIG-bench Machine LearningEconometrics	CodeCode Available	5
AI Blue Book: Vehicle Price Prediction using Visual Features	Mar 29, 2018	General ClassificationPrediction	CodeCode Available	5
Dimensionality reduction, regularization, and generalization in overparameterized regressions	Nov 23, 2020	Data PoisoningDimensionality Reduction	CodeCode Available	5
Fast, Provable Algorithms for Isotonic Regression in all _p-norms	Jul 2, 2015	Allregression	CodeCode Available	5
Dirac Delta Regression: Conditional Density Estimation with Clinical Trials	May 24, 2019	Causal InferenceDensity Estimation	CodeCode Available	5
Crosslingual Document Embedding as Reduced-Rank Ridge Regression	Apr 8, 2019	Document Embeddingregression	CodeCode Available	5
FCM-RDpA: TSK Fuzzy Regression Model Construction Using Fuzzy C-Means Clustering, Regularization, DropRule, and Powerball AdaBelief	Nov 30, 2020	Clusteringregression	CodeCode Available	5
Diffusion Counterfactuals for Image Regressors	Mar 26, 2025	counterfactualDenoising	CodeCode Available	5
Differentially Private Kernel Inducing Points using features from ScatterNets (DP-KIP-ScatterNet) for Privacy Preserving Data Distillation	Jan 31, 2023	GPUPrivacy Preserving	CodeCode Available	5
Adapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes	Aug 4, 2023	Binary ClassificationContrastive Learning	CodeCode Available	5
Feature space approximation for kernel-based supervised learning	Nov 25, 2020	regressionTime Series	CodeCode Available	5
A Tutorial on Bayesian Optimization	Jul 8, 2018	Bayesian OptimizationHyperparameter Optimization	CodeCode Available	5
Fenrir: Physics-Enhanced Regression for Initial Value Problems	Feb 2, 2022	Numerical Integrationparameter estimation	CodeCode Available	5
Differentially Private Post-Processing for Fair Regression	May 7, 2024	Density EstimationFairness	CodeCode Available	5
Direct Automated Quantitative Measurement of Spine via Cascade Amplifier Regression Network	Jun 14, 2018	regression	CodeCode Available	5
Differentially Private Bayesian Linear Regression	Oct 29, 2019	regression	CodeCode Available	5
Differentially Private Bootstrap: New Privacy Analysis and Inference Strategies	Oct 12, 2022	Privacy Preservingquantile regression	CodeCode Available	5
First-Order Manifold Data Augmentation for Regression Learning	Jun 16, 2024	Data Augmentationregression	CodeCode Available	5
First-order Optimization for Superquantile-based Supervised Learning	Sep 30, 2020	BIG-bench Machine Learningregression	CodeCode Available	5
Fitting 3D Morphable Models using Local Features	Mar 8, 2015	regression	CodeCode Available	5
Fixed-Form Variational Posterior Approximation through Stochastic Linear Regression	Jun 28, 2012	Formregression	CodeCode Available	5
Differentiable Optimization of Similarity Scores Between Models and Brains	Jul 9, 2024	regression	CodeCode Available	5
Differentially Private Distributed Bayesian Linear Regression with MCMC	Jan 31, 2023	Bayesian InferencePrivacy Preserving	CodeCode Available	5
Diagnostic Tool for Out-of-Sample Model Evaluation	Jun 22, 2022	Diagnosticmodel	CodeCode Available	5
A Structured Prediction Approach for Label Ranking	Jul 6, 2018	Predictionregression	CodeCode Available	5
Dictionary-based Manifold Learning	Feb 1, 2023	regression	CodeCode Available	5
Diagnosing COVID-19 Severity from Chest X-Ray Images Using ViT and CNN Architectures	Feb 23, 2025	regressionseverity prediction	CodeCode Available	5
Differentially Private Ensemble Classifiers for Data Streams	Dec 9, 2021	regression	CodeCode Available	5
Deep Learning Approach for Dynamic Sampling for Multichannel Mass Spectrometry Imaging	Oct 24, 2022	Deep Learningregression	CodeCode Available	5
Deterministic Gaussian Averaged Neural Networks	Jun 10, 2020	Adversarial Robustnessregression	CodeCode Available	5
Free Discontinuity Regression: With an Application to the Economic Effects of Internet Shutdowns	Sep 26, 2023	Image Segmentationregression	CodeCode Available	5
Developing a machine learning framework for estimating soil moisture with VNIR hyperspectral data	Apr 24, 2018	BIG-bench Machine Learningfeature selection	CodeCode Available	5
FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation From a Single Image	Jun 1, 2019	Depth EstimationHead Pose Estimation	CodeCode Available	5
Determination of toxic comments and unintended model bias minimization using Deep learning approach	Nov 8, 2023	regression	CodeCode Available	5
A Strategy for Label Alignment in Deep Neural Networks	Oct 7, 2024	Domain Adaptationregression	CodeCode Available	5
Deterministic error bounds for kernel-based learning techniques under bounded noise	Aug 10, 2020	Gaussian Processesregression	CodeCode Available	5
Functional data learning using convolutional neural networks	Oct 5, 2023	parameter estimationregression	CodeCode Available	5
Detecting floodwater on roadways from image data with handcrafted features and deep transfer learning	Aug 31, 2019	General Classificationimage-classification	CodeCode Available	5
Functional Output Regression with Infimal Convolution: Exploring the Huber and ε-insensitive Losses	Jun 16, 2022	regression	CodeCode Available	5
Detecting Errors in a Numerical Response via any Regression Model	May 26, 2023	regression	CodeCode Available	5
Gap Safe screening rules for sparsity enforcing penalties	Nov 17, 2016	regression	CodeCode Available	5
Adapting multi-armed bandits policies to contextual bandits scenarios	Nov 11, 2018	Binary ClassificationClassification	CodeCode Available	5
Determinantal Point Processes for Coresets	Mar 23, 2018	Point Processesregression	CodeCode Available	5

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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