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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3751–3760 of 9424 papers

Title	Date	Tasks	Status	Hype
Disjoint Contrastive Regression Learning for Multi-Sourced Annotations	Dec 31, 2021	Image Quality Assessmentregression	—Unverified	0
Formal Verification of Unknown Dynamical Systems via Gaussian Process Regression	Dec 31, 2021	regression	CodeCode Available	0
Time varying regression with hidden linear dynamics	Dec 29, 2021	regression	—Unverified	0
Improving Nonparametric Classification via Local Radial Regression with an Application to Stock Prediction	Dec 28, 2021	regressionStock Prediction	—Unverified	0
Nested Nonparametric Instrumental Variable Regression	Dec 28, 2021	BIG-bench Machine LearningCausal Inference	—Unverified	0
Exponential Family Model-Based Reinforcement Learning via Score Matching	Dec 28, 2021	Density EstimationModel-based Reinforcement Learning	CodeCode Available	0
Vegetation Stratum Occupancy Prediction from Airborne LiDAR 3D Point Clouds	Dec 27, 2021	Deep Learningregression	—Unverified	0
MPCLeague: Robust MPC Platform for Privacy-Preserving Machine Learning	Dec 26, 2021	BenchmarkingBIG-bench Machine Learning	—Unverified	0
DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine Learning	Dec 24, 2021	BIG-bench Machine LearningInference Attack	CodeCode Available	0
Analytical Modelling of Exoplanet Transit Specroscopy with Dimensional Analysis and Symbolic Regression	Dec 22, 2021	Physical Intuitionregression	—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