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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1321–1330 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Distribution-Free Predictive Inference For Regression	Apr 14, 2016	Computational EfficiencyPrediction	CodeCode Available	0	5
Distribution Regression with Sliced Wasserstein Kernels	Feb 8, 2022	regression	CodeCode Available	0	5
Bayesian Approximate Kernel Regression with Variable Selection	Aug 5, 2015	Binary Classificationregression	CodeCode Available	0	5
PDE-constrained Gaussian process surrogate modeling with uncertain data locations	May 19, 2023	Bayesian Inferenceregression	CodeCode Available	0	5
End-to-End Probabilistic Inference for Nonstationary Audio Analysis	Jan 31, 2019	Audio Signal Processingregression	CodeCode Available	0	5
Disturbing Target Values for Neural Network Regularization	Oct 11, 2021	L2 Regularizationregression	CodeCode Available	0	5
Domain Generalization by Functional Regression	Feb 9, 2023	Domain Generalizationregression	CodeCode Available	0	5
Bayesian Inference Gaussian Process Multiproxy Alignment of Continuous Signals (BIGMACS): Applications for Paleoceanography	Jul 20, 2019	Bayesian InferenceGPR	CodeCode Available	0	5
Bayesian optimization for materials design	Jun 3, 2015	Bayesian Optimizationregression	CodeCode Available	0	5
Efficient Exploration through Bayesian Deep Q-Networks	Feb 13, 2018	Atari GamesEfficient Exploration	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