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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 31–40 of 9424 papers

Title	Date	Tasks	Status	Hype
An Interpretable Machine Learning Approach in Predicting Inflation Using Payments System Data: A Case Study of Indonesia	Jun 12, 2025	Ensemble LearningInterpretable Machine Learning	—Unverified	0
Understanding In-Context Learning on Structured Manifolds: Bridging Attention to Kernel Methods	Jun 12, 2025	In-Context Learningregression	—Unverified	0
Demystifying Spectral Feature Learning for Instrumental Variable Regression	Jun 12, 2025	regression	—Unverified	0
Diffusion index forecasts under weaker loadings: PCA, ridge regression, and random projections	Jun 11, 2025	regression	—Unverified	0
Diffuse and Disperse: Image Generation with Representation Regularization	Jun 10, 2025	Image Generationregression	—Unverified	0
Improved Scaling Laws in Linear Regression via Data Reuse	Jun 10, 2025	regression	—Unverified	0
Robust Visual Localization via Semantic-Guided Multi-Scale Transformer	Jun 10, 2025	regressionScene Understanding	—Unverified	0
Sparse Interpretable Deep Learning with LIES Networks for Symbolic Regression	Jun 9, 2025	Deep Learningregression	CodeCode Available	0
The Impact of Feature Scaling In Machine Learning: Effects on Regression and Classification Tasks	Jun 9, 2025	regression	—Unverified	0
Nearness of Neighbors Attention for Regression in Supervised Finetuning	Jun 9, 2025	Predictionregression	CodeCode Available	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