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regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 971–980 of 9424 papers

Title	Date	Tasks	Status	Hype
DecoR: Deconfounding Time Series with Robust Regression	Jun 11, 2024	Causal Inferenceregression	CodeCode Available	0
AutoTVG: A New Vision-language Pre-training Paradigm for Temporal Video Grounding	Jun 11, 2024	regressionVideo Grounding	—Unverified	0
Global-Regularized Neighborhood Regression for Efficient Zero-Shot Texture Anomaly Detection	Jun 11, 2024	Anomaly DetectionDefect Detection	—Unverified	0
Beyond the Norms: Detecting Prediction Errors in Regression Models	Jun 11, 2024	DiversityPrediction	—Unverified	0
Complexity-Aware Deep Symbolic Regression with Robust Risk-Seeking Policy Gradients	Jun 10, 2024	regressionSymbolic Regression	—Unverified	0
Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes	Jun 10, 2024	regression	—Unverified	0
Optimal Federated Learning for Nonparametric Regression with Heterogeneous Distributed Differential Privacy Constraints	Jun 10, 2024	Federated LearningPrivacy Preserving	—Unverified	0
Computational and Statistical Guarantees for Tensor-on-Tensor Regression with Tensor Train Decomposition	Jun 10, 2024	Computational Efficiencyregression	—Unverified	0
Thunder : Unified Regression-Diffusion Speech Enhancement with a Single Reverse Step using Brownian Bridge	Jun 10, 2024	regressionSpeech Enhancement	—Unverified	0
A Statistical Theory of Regularization-Based Continual Learning	Jun 10, 2024	Continual Learningregression	—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