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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2001–2010 of 9424 papers

Title	Date	Tasks	Status	Hype
Episodic Gaussian Process-Based Learning Control with Vanishing Tracking Errors	Jul 10, 2023	Predictionregression	—Unverified	0
Text Descriptions are Compressive and Invariant Representations for Visual Learning	Jul 10, 2023	DescriptiveFew-Shot Learning	—Unverified	0
Ensemble learning for blending gridded satellite and gauge-measured precipitation data	Jul 9, 2023	Ensemble Learningregression	—Unverified	0
From Estimation to Sampling for Bayesian Linear Regression with Spike-and-Slab Prior	Jul 9, 2023	regressionvalid	—Unverified	0
On the sample complexity of parameter estimation in logistic regression with normal design	Jul 9, 2023	Binary ClassificationGeneralization Bounds	—Unverified	0
Sup-Norm Convergence of Deep Neural Network Estimator for Nonparametric Regression by Adversarial Training	Jul 8, 2023	regression	—Unverified	0
TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance	Jul 8, 2023	regression	—Unverified	0
One Step of Gradient Descent is Provably the Optimal In-Context Learner with One Layer of Linear Self-Attention	Jul 7, 2023	In-Context Learningregression	—Unverified	0
Optimal Learners for Realizable Regression: PAC Learning and Online Learning	Jul 7, 2023	PAC learningregression	—Unverified	0
Learning Theory of Distribution Regression with Neural Networks	Jul 7, 2023	Learning Theoryregression	—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