regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1676–1700 of 9424 papers

Title	Date	Tasks	Status	Hype
Inference for Rank-Rank Regressions	Oct 24, 2023	regression	CodeCode Available	0
Guaranteed Coverage Prediction Intervals with Gaussian Process Regression	Oct 24, 2023	Conformal PredictionGPR	—Unverified	0
Mid-Long Term Daily Electricity Consumption Forecasting Based on Piecewise Linear Regression and Dilated Causal CNN	Oct 23, 2023	Predictionregression	—Unverified	0
Trigonometric Quadrature Fourier Features for Scalable Gaussian Process Regression	Oct 23, 2023	regression	—Unverified	0
Bayesian Regression Markets	Oct 23, 2023	regression	CodeCode Available	0
Modeling groundwater levels in California's Central Valley by hierarchical Gaussian process and neural network regression	Oct 23, 2023	Gaussian Processesregression	CodeCode Available	0
A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts	Oct 22, 2023	Density EstimationMixture-of-Experts	—Unverified	0
ASBART:Accelerated Soft Bayes Additive Regression Trees	Oct 21, 2023	regression	CodeCode Available	0
Minimax Optimal Transfer Learning for Kernel-based Nonparametric Regression	Oct 21, 2023	regressionTransfer Learning	—Unverified	0
Exact Asymptotic Estimation of Unknown Parameters of Perturbed LRE with Application to State Observation	Oct 21, 2023	regression	—Unverified	0
Distributed Linear Regression with Compositional Covariates	Oct 21, 2023	Distributed Optimizationregression	—Unverified	0
Reducing Uncertainty in Sea-level Rise Prediction: A Spatial-variability-aware Approach	Oct 19, 2023	regression	—Unverified	0
Nonparametric Regression with Dyadic Data	Oct 19, 2023	regression	—Unverified	0
Enhanced Local Explainability and Trust Scores with Random Forest Proximities	Oct 19, 2023	Predictionregression	—Unverified	0
Optimal Excess Risk Bounds for Empirical Risk Minimization on p-Norm Linear Regression	Oct 19, 2023	regression	—Unverified	0
A benchmark dataset for machine learning in ecotoxicology	Oct 18, 2023	regression	—Unverified	0
Layered Models can "Automatically" Regularize and Discover Low-Dimensional Structures via Feature Learning	Oct 18, 2023	Dimensionality Reductionregression	CodeCode Available	0
Can bin-wise scaling improve consistency and adaptivity of prediction uncertainty for machine learning regression ?	Oct 18, 2023	regression	CodeCode Available	0
Causal Feature Selection via Transfer Entropy	Oct 17, 2023	Causal Discoveryfeature selection	—Unverified	0
Regularization properties of adversarially-trained linear regression	Oct 16, 2023	regression	CodeCode Available	0
Exploring hyperelastic material model discovery for human brain cortex: multivariate analysis vs. artificial neural network approaches	Oct 16, 2023	Model Discoveryregression	—Unverified	0
Assessing univariate and bivariate risks of late-frost and drought using vine copulas: A historical study for Bavaria	Oct 16, 2023	regression	—Unverified	0
Label Differential Privacy via Aggregation	Oct 16, 2023	regression	—Unverified	0
Causal Dynamic Variational Autoencoder for Counterfactual Regression in Longitudinal Data	Oct 16, 2023	counterfactualEpidemiology	—Unverified	0
Machine learning in physics: a short guide	Oct 16, 2023	Causal Inferenceregression	CodeCode Available	1

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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