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regression

Papers

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Showing 9101–9150 of 9424 papers

TitleStatusHype
Multiple Augmented Reduced Rank Regression for Pan-Cancer AnalysisCode0
Black-Box Batch Active Learning for RegressionCode0
Incorporating Test-Time Optimization into Training with Dual Networks for Human Mesh RecoveryCode0
Shift-Share Designs: Theory and InferenceCode0
Multiple Instance Choquet Integral Classifier Fusion and Regression for Remote Sensing ApplicationsCode0
Testing the Robustness of Learned Index StructuresCode0
Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for BrazilCode0
Using LLMs to label medical papers according to the CIViC evidence modelCode0
Where are the Blobs: Counting by Localization with Point SupervisionCode0
Incremental Sparse Bayesian Ordinal RegressionCode0
Stochastic Differential Equations with Variational Wishart DiffusionsCode0
Adversarial Robustness Certification for Bayesian Neural NetworksCode0
Reliable training and estimation of variance networksCode0
Adjusting Regression Models for Conditional Uncertainty CalibrationCode0
Pix2Pose: Pixel-Wise Coordinate Regression of Objects for 6D Pose EstimationCode0
BitHEP -- The Limits of Low-Precision ML in HEPCode0
Individualized Risk Assessment of Preoperative Opioid Use by Interpretable Neural Network RegressionCode0
Multiple Testing and Variable Selection along the path of the Least Angle RegressionCode0
Binscatter RegressionsCode0
PixelLink: Detecting Scene Text via Instance SegmentationCode0
Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive HashingCode0
Pixel Recursive Super ResolutionCode0
Multiresolution Kernel Approximation for Gaussian Process RegressionCode0
Reliable uncertainty quantification for 2D/3D anatomical landmark localization using multi-output conformal predictionCode0
Inference for High Dimensional Censored Quantile RegressionCode0
Pixel-wise Regression: 3D Hand Pose Estimation via Spatial-form Representation and Differentiable DecoderCode0
RelNN: A Deep Neural Model for Relational LearningCode0
The Choice of Normalization Influences Shrinkage in Regularized RegressionCode0
Adversarial Regression with Multiple LearnersCode0
Inference for Rank-Rank RegressionsCode0
Analysing the Behaviour of Tree-Based Neural Networks in Regression TasksCode0
A Deterministic Streaming Sketch for Ridge RegressionCode0
Conditional Deep Gaussian Processes: multi-fidelity kernel learningCode0
A Convex Framework for Fair RegressionCode0
Multi-Stage Contrastive Regression for Action Quality AssessmentCode0
Inference in Regression Discontinuity Designs with High-Dimensional CovariatesCode0
SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual TrackingCode0
Plug & Play Convolutional Regression Tracker for Video Object DetectionCode0
Removing systematic errors for exoplanet search via latent causesCode0
TorontoCL at CMCL 2021 Shared Task: RoBERTa with Multi-Stage Fine-Tuning for Eye-Tracking PredictionCode0
Stochastic Gradient TreesCode0
Total Least Squares Regression in Input Sparsity TimeCode0
Inferring Distributions Over Depth from a Single ImageCode0
PMT-IQA: Progressive Multi-task Learning for Blind Image Quality AssessmentCode0
Defending Regression Learners Against Poisoning AttacksCode0
cito: An R package for training neural networks using torchCode0
Where are we now? A large benchmark study of recent symbolic regression methodsCode0
Infinite Action Contextual Bandits with Reusable Data ExhaustCode0
InfiniteBoost: building infinite ensembles with gradient descentCode0
To Trust or Not to Trust a Regressor: Estimating and Explaining Trustworthiness of Regression PredictionsCode0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79—Unverified
2Baseline RegressionR2 Score0.58—Unverified
3Mimic / SurrogateR2 Score0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86—Unverified
2Baseline RegressionR2 Score0.59—Unverified
3Mimic / SurrogateR2 Score0.58—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87—Unverified
2Baseline RegressionR2 Score0.78—Unverified
3Mimic / SurrogateR2 Score0.78—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98—Unverified
2Baseline RegressionR2 Score-0.01—Unverified
3Mimic / SurrogateR2 Score-0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93—Unverified
2RF-ToxPrintchemical macro-average RMSE0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84—Unverified