regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 5676–5700 of 9424 papers

Title	Date	Tasks	Status	Hype
Learning Convex Optimization Models	Jun 7, 2020	regression	CodeCode Available	2
Sparse learning with CART	Jun 7, 2020	regressionSparse Learning	—Unverified	0
A precise machine learning aided algorithm for land subsidence or upheave prediction from GNSS time series	Jun 6, 2020	BIG-bench Machine LearningGaussian Processes	—Unverified	0
Frank-Wolfe optimization for deep networks	Jun 6, 2020	regression	—Unverified	0
Coresets via Bilevel Optimization for Continual Learning and Streaming	Jun 6, 2020	Bilevel OptimizationContinual Learning	CodeCode Available	1
Learning from Non-Random Data in Hilbert Spaces: An Optimal Recovery Perspective	Jun 5, 2020	regression	—Unverified	0
The Expected Jacobian Outerproduct: Theory and Empirics	Jun 5, 2020	Metric Learningregression	—Unverified	0
Triple descent and the two kinds of overfitting: Where & why do they appear?	Jun 5, 2020	regression	CodeCode Available	0
Bayesian Neural Network via Stochastic Gradient Descent	Jun 4, 2020	regressionVariational Inference	—Unverified	0
Inject Machine Learning into Significance Test for Misspecified Linear Models	Jun 4, 2020	BIG-bench Machine Learningregression	—Unverified	0
On the Minimax Optimality of the EM Algorithm for Learning Two-Component Mixed Linear Regression	Jun 4, 2020	regression	—Unverified	0
Height estimation from single aerial images using a deep ordinal regression network	Jun 4, 2020	Change DetectionManagement	—Unverified	0
Quadruply Stochastic Gaussian Processes	Jun 4, 2020	Gaussian Processesregression	CodeCode Available	1
Median regression with differential privacy	Jun 4, 2020	Privacy Preservingregression	—Unverified	0
A New Look to Three-Factor Fama-French Regression Model using Sample Innovations	Jun 3, 2020	Econometricsregression	—Unverified	0
Autonomous Materials Discovery Driven by Gaussian Process Regression with Inhomogeneous Measurement Noise and Anisotropic Kernels	Jun 3, 2020	Decision MakingGPR	—Unverified	0
Convex Regression in Multidimensions: Suboptimality of Least Squares Estimators	Jun 3, 2020	regression	—Unverified	0
Hybrid Learning Aided Inactive Constraints Filtering Algorithm to Enhance AC OPF Solution Time	Jun 2, 2020	regression	—Unverified	0
On the Equivalence between Online and Private Learnability beyond Binary Classification	Jun 2, 2020	Binary ClassificationClassification	—Unverified	0
Approximation Guarantees of Local Search Algorithms via Localizability of Set Functions	Jun 2, 2020	Combinatorial Optimizationregression	—Unverified	0
Explaining the distribution of energy consumption at slow charging infrastructure for electric vehicles from socio-economic data	Jun 2, 2020	regressionVariable Selection	—Unverified	0
On the Estimation of Derivatives Using Plug-in Kernel Ridge Regression Estimators	Jun 2, 2020	Gaussian Processesregression	CodeCode Available	0
New robust inference for predictive regressions	Jun 1, 2020	regression	—Unverified	0
HAMBox: Delving Into Mining High-Quality Anchors on Face Detection	Jun 1, 2020	Face DetectionMulti-Task Learning	—Unverified	0
RetinaFace: Single-Shot Multi-Level Face Localisation in the Wild	Jun 1, 2020	3D Face ReconstructionFace Alignment	CodeCode Available	2

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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