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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 281–290 of 9424 papers

Title	Date	Tasks	Status	Hype
Asymptotics of Non-Convex Generalized Linear Models in High-Dimensions: A proof of the replica formula	Feb 27, 2025	regression	—Unverified	0
Learning with Exact Invariances in Polynomial Time	Feb 27, 2025	Data Augmentationregression	—Unverified	0
Text classification using machine learning methods	Feb 27, 2025	Classificationregression	—Unverified	0
Design of Cavity Backed Slotted Antenna using Machine Learning Regression Model	Feb 26, 2025	regression	—Unverified	0
Universality of conformal prediction under the assumption of randomness	Feb 26, 2025	Conformal PredictionPrediction	—Unverified	0
Sample Selection via Contrastive Fragmentation for Noisy Label Regression	Feb 25, 2025	regression	CodeCode Available	0
Differentially Private Iterative Screening Rules for Linear Regression	Feb 25, 2025	Privacy Preservingregression	—Unverified	0
Learning sparse generalized linear models with binary outcomes via iterative hard thresholding	Feb 25, 2025	Binary Classificationparameter estimation	—Unverified	0
Near-optimal Active Regression of Single-Index Models	Feb 25, 2025	regression	—Unverified	0
A Machine Learning Approach for Design of Frequency Selective Surface based Radar Absorbing Material via Image Prediction	Feb 24, 2025	regression	—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