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Papers

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Showing 3261–3270 of 9424 papers

Title	Date	Tasks	Status	Hype
Downlink Power Allocation in Massive MIMO via Deep Learning: Adversarial Attacks and Training	Jun 14, 2022	regression	—Unverified	0
Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR Images	Jun 14, 2022	DiagnosticImage Quality Assessment	CodeCode Available	0
Symbolic Regression in Materials Science: Discovering Interatomic Potentials from Data	Jun 13, 2022	regressionSymbolic Regression	CodeCode Available	0
Machine Learning Training on a Real Processing-in-Memory System	Jun 13, 2022	BIG-bench Machine LearningCPU	—Unverified	0
IGN : Implicit Generative Networks	Jun 13, 2022	Atari GamesDistributional Reinforcement Learning	CodeCode Available	0
Federated Bayesian Neural Regression: A Scalable Global Federated Gaussian Process	Jun 13, 2022	Federated LearningKnowledge Distillation	—Unverified	0
Symbolic Regression for Space Applications: Differentiable Cartesian Genetic Programming Powered by Multi-objective Memetic Algorithms	Jun 13, 2022	regressionSymbolic Regression	—Unverified	0
Concurrent Learning Based Adaptive Control of Euler Lagrange Systems with Guaranteed Parameter Convergence	Jun 12, 2022	parameter estimationPosition	—Unverified	0
Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms	Jun 12, 2022	regression	—Unverified	0
Density Regression and Uncertainty Quantification with Bayesian Deep Noise Neural Networks	Jun 12, 2022	regressionUncertainty Quantification	—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