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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1391–1400 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Federated Learning From Big Data Over Networks	Oct 27, 2020	Federated Learningregression	CodeCode Available	0	5
Fenrir: Physics-Enhanced Regression for Initial Value Problems	Feb 2, 2022	Numerical Integrationparameter estimation	CodeCode Available	0	5
An efficient projection neural network for _1-regularized logistic regression	May 12, 2021	feature selectionregression	CodeCode Available	0	5
Beyond Marginal Uncertainty: How Accurately can Bayesian Regression Models Estimate Posterior Predictive Correlations?	Nov 6, 2020	Active LearningBenchmarking	CodeCode Available	0	5
BAST: Bayesian Additive Regression Spanning Trees for Complex Constrained Domain	Dec 1, 2021	Bayesian Inferenceregression	CodeCode Available	0	5
Disturbing Target Values for Neural Network Regularization	Oct 11, 2021	L2 Regularizationregression	CodeCode Available	0	5
DOLDA - a regularized supervised topic model for high-dimensional multi-class regression	Jan 31, 2016	General ClassificationMulti-class Classification	CodeCode Available	0	5
Beyond Sharing: Conflict-Aware Multivariate Time Series Anomaly Detection	Aug 17, 2023	Anomaly DetectionMixture-of-Experts	CodeCode Available	0	5
Finding structure in data using multivariate tree boosting	Nov 6, 2015	regression	CodeCode Available	0	5
DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine Learning	Dec 24, 2021	BIG-bench Machine LearningInference Attack	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