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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 991–1000 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Electron Energy Regression in the CMS High-Granularity Calorimeter Prototype	Sep 12, 2023	Image ReconstructionPosition	CodeCode Available	0	5
A flexible Bayesian g-formula for causal survival analyses with time-dependent confounding	Feb 4, 2024	Causal InferenceDimensionality Reduction	CodeCode Available	0	5
A Seq2Seq approach to Symbolic Regression	Oct 17, 2020	Benchmarkingregression	CodeCode Available	0	5
A Simple Algorithm For Scaling Up Kernel Methods	Jan 26, 2023	regression	CodeCode Available	0	5
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits	Feb 17, 2024	Computational EfficiencyEfficient Exploration	CodeCode Available	0	5
GFN-SR: Symbolic Regression with Generative Flow Networks	Dec 1, 2023	Deep Reinforcement LearningInterpretable Machine Learning	CodeCode Available	0	5
Aortic root landmark localization with optimal transport loss for heatmap regression	Jul 6, 2024	regression	CodeCode Available	0	5
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations	Dec 18, 2023	Equation Discoveryregression	CodeCode Available	0	5
Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approach	Mar 22, 2023	Model Discoveryregression	CodeCode Available	0	5
Efficient online learning with kernels for adversarial large scale problems	Feb 26, 2019	regression	CodeCode Available	0	5

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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