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regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1281–1290 of 9424 papers

Title	Date	Tasks	Status	Hype
Differentially Private Learning Beyond the Classical Dimensionality Regime	Nov 20, 2024	regression	—Unverified	0
Transformer Neural Processes -- Kernel Regression	Nov 19, 2024	Bayesian Optimizationregression	—Unverified	0
Auto-Evaluation with Few Labels through Post-hoc Regression	Nov 19, 2024	regression	—Unverified	0
Attribute Inference Attacks for Federated Regression Tasks	Nov 19, 2024	AttributeFederated Learning	CodeCode Available	0
AsynEIO: Asynchronous Monocular Event-Inertial Odometry Using Gaussian Process Regression	Nov 19, 2024	Motion Estimationregression	—Unverified	0
Learning Differentiable Surrogate Losses for Structured Prediction	Nov 18, 2024	Contrastive LearningPrediction	—Unverified	0
Interpretation of High-Dimensional Regression Coefficients by Comparison with Linearized Compressing Features	Nov 18, 2024	regression	—Unverified	0
BALI: Learning Neural Networks via Bayesian Layerwise Inference	Nov 18, 2024	Out-of-Distribution Detectionregression	—Unverified	0
SeqProFT: Applying LoRA Finetuning for Sequence-only Protein Property Predictions	Nov 18, 2024	Property Predictionregression	—Unverified	0
DeforHMR: Vision Transformer with Deformable Cross-Attention for 3D Human Mesh Recovery	Nov 18, 2024	DecoderHuman Mesh Recovery	—Unverified	0

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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