regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 5651–5675 of 9424 papers

Title	Date	Tasks	Status	Hype
The Backbone Method for Ultra-High Dimensional Sparse Machine Learning	Jun 11, 2020	BIG-bench Machine Learningregression	—Unverified	0
Generalization error in high-dimensional perceptrons: Approaching Bayes error with convex optimization	Jun 11, 2020	regression	—Unverified	0
Asymptotics of Ridge (less) Regression under General Source Condition	Jun 11, 2020	regression	—Unverified	0
Uncovering the Underlying Physics of Degrading System Behavior Through a Deep Neural Network Framework: The Case of Remaining Useful Life Prognosis	Jun 10, 2020	ManagementPrognosis	—Unverified	0
Robustified Multivariate Regression and Classification Using Distributionally Robust Optimization under the Wasserstein Metric	Jun 10, 2020	General Classificationregression	—Unverified	0
Deterministic Gaussian Averaged Neural Networks	Jun 10, 2020	Adversarial Robustnessregression	CodeCode Available	0
3D Human Mesh Regression with Dense Correspondence	Jun 10, 2020	3D Human Pose Estimation3D Human Reconstruction	CodeCode Available	1
Distribution Regression for Sequential Data	Jun 10, 2020	regressionTime Series	—Unverified	0
Gaussian Gated Linear Networks	Jun 10, 2020	DenoisingDensity Estimation	CodeCode Available	0
On the Optimal Weighted _2 Regularization in Overparameterized Linear Regression	Jun 10, 2020	regression	—Unverified	0
On Coresets For Regularized Regression	Jun 9, 2020	regression	CodeCode Available	0
A Random Matrix Analysis of Random Fourier Features: Beyond the Gaussian Kernel, a Precise Phase Transition, and the Corresponding Double Descent	Jun 9, 2020	regression	—Unverified	0
Coresets for Near-Convex Functions	Jun 9, 2020	regressionSensitivity	—Unverified	0
Vocal markers from sustained phonation in Huntington's Disease	Jun 9, 2020	regression	CodeCode Available	1
SALD: Sign Agnostic Learning with Derivatives	Jun 9, 2020	3D geometryregression	CodeCode Available	1
Parameter Optimization for Learning-based Control of Control-Affine Systems	Jun 8, 2020	regression	—Unverified	0
Learning Constrained Dynamics with Gauss' Principle adhering Gaussian Processes	Jun 8, 2020	Gaussian Processesregression	CodeCode Available	0
L1-GP: L1 Adaptive Control with Bayesian Learning	Jun 8, 2020	GPRregression	—Unverified	0
Interpretable Classification of Bacterial Raman Spectra with Knockoff Wavelets	Jun 8, 2020	ClassificationGeneral Classification	CodeCode Available	0
Variational Variance: Simple, Reliable, Calibrated Heteroscedastic Noise Variance Parameterization	Jun 8, 2020	regression	CodeCode Available	1
Survival regression with accelerated failure time model in XGBoost	Jun 8, 2020	ManagementMarketing	CodeCode Available	0
Motion Prediction using Trajectory Sets and Self-Driving Domain Knowledge	Jun 8, 2020	ClassificationGeneral Classification	CodeCode Available	0
Double Descent Risk and Volume Saturation Effects: A Geometric Perspective	Jun 8, 2020	Model Selectionregression	—Unverified	0
Unstructured Road Vanishing Point Detection Using the Convolutional Neural Network and Heatmap Regression	Jun 8, 2020	Autonomous Drivingregression	—Unverified	0
SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds	Jun 7, 2020	3D Object DetectionAutonomous Driving	—Unverified	0

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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