regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4776–4800 of 9424 papers

Title	Date	Tasks	Status	Hype
Fair Sparse Regression with Clustering: An Invex Relaxation for a Combinatorial Problem	Feb 19, 2021	AttributeClustering	—Unverified	0
Robust non-parametric mortality and fertility modelling and forecasting: Gaussian process regression approaches	Feb 18, 2021	Decision Makingregression	—Unverified	0
Integrating prediction in mean-variance portfolio optimization	Feb 18, 2021	Decision MakingPortfolio Optimization	—Unverified	0
Data-driven formulation of natural laws by recursive-LASSO-based symbolic regression	Feb 18, 2021	BIG-bench Machine Learningfeature selection	—Unverified	0
Delving into Deep Imbalanced Regression	Feb 18, 2021	Deep imbalanced regressionregression	CodeCode Available	1
Transfer Learning for Linear Regression: a Statistical Test of Gain	Feb 18, 2021	regressionTransfer Learning	—Unverified	0
UnibucKernel: Geolocating Swiss German Jodels Using Ensemble Learning	Feb 18, 2021	Dialect IdentificationEnsemble Learning	—Unverified	0
Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing	Feb 17, 2021	Graph ClassificationGraph Learning	CodeCode Available	1
Data-Driven Logistic Regression Ensembles With Applications in Genomics	Feb 17, 2021	Binary ClassificationDiversity	—Unverified	0
The Expediting Effect of Monitoring on Infrastructural Works. A Regression-Discontinuity Approach with Multiple Assignment Variables	Feb 16, 2021	Managementregression	—Unverified	0
Multivariable Fractional Polynomials for lithium-ion batteries degradation models under dynamic conditions	Feb 16, 2021	Managementregression	—Unverified	0
Trees-Based Models for Correlated Data	Feb 16, 2021	regression	CodeCode Available	0
Learning Symbolic Expressions: Mixed-Integer Formulations, Cuts, and Heuristics	Feb 16, 2021	regressionSymbolic Regression	—Unverified	0
Tighter Bounds on the Log Marginal Likelihood of Gaussian Process Regression Using Conjugate Gradients	Feb 16, 2021	Gaussian Processesregression	—Unverified	0
The MELODIC family for simultaneous binary logistic regression in a reduced space	Feb 16, 2021	Binary Classificationparameter estimation	CodeCode Available	0
Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression	Feb 16, 2021	regression	—Unverified	0
RMS-Net: Regression and Masking for Soccer Event Spotting	Feb 15, 2021	Action Spottingregression	CodeCode Available	0
A generalized quadratic loss for SVM and Deep Neural Networks	Feb 15, 2021	Binary Classificationregression	—Unverified	0
Healing Products of Gaussian Processes	Feb 14, 2021	Gaussian ProcessesGeneral Classification	CodeCode Available	1
Sample Efficient Subspace-based Representations for Nonlinear Meta-Learning	Feb 14, 2021	Binary ClassificationGeneral Classification	—Unverified	0
Distribution Free Uncertainty for the Minimum Norm Solution of Over-parameterized Linear Regression	Feb 14, 2021	Learning TheoryPrediction	—Unverified	0
Q-Value Weighted Regression: Reinforcement Learning with Limited Data	Feb 12, 2021	Atari Gamescontinuous-control	CodeCode Available	0
Linear programming approach to nonparametric inference under shape restrictions: with an application to regression kink designs	Feb 12, 2021	regression	—Unverified	0
Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects Estimation	Feb 12, 2021	regressionVariable Selection	CodeCode Available	0
Explainability in CNN Models By Means of Z-Scores	Feb 11, 2021	regression	—Unverified	0

Show:10 25 50

← PrevPage 192 of 377Next →

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