regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7226–7250 of 9424 papers

Title	Date	Tasks	Status
Global Convergence of EM Algorithm for Mixtures of Two Component Linear Regression	Oct 12, 2018	regression	—Unverified
Regression Based Approach for Measurement of Current in Single-Phase Smart Energy Meter	Oct 12, 2018	regression	—Unverified
An algebraic-geometric approach for linear regression without correspondences	Oct 12, 2018	regression	—Unverified
Multi-omic Network Regression: Methodology, Tool and Case Study	Oct 12, 2018	regression	—Unverified
ISA^2: Intelligent Speed Adaptation from Appearance	Oct 11, 2018	regression	—Unverified
Task Runtime Prediction in Scientific Workflows Using an Online Incremental Learning Approach	Oct 10, 2018	CPUIncremental Learning	—Unverified
A General Framework for Fair Regression	Oct 10, 2018	FairnessGaussian Processes	—Unverified
Principal component-guided sparse regression	Oct 10, 2018	regression	—Unverified
Deep learning with differential Gaussian process flows	Oct 9, 2018	Deep LearningGaussian Processes	CodeCode Available
Deep clustering: On the link between discriminative models and K-means	Oct 9, 2018	ClusteringDeep Clustering	CodeCode Available
SNAP: A semismooth Newton algorithm for pathwise optimization with optimal local convergence rate and oracle properties	Oct 9, 2018	regression	—Unverified
A Unified Dynamic Approach to Sparse Model Selection	Oct 8, 2018	modelModel Selection	—Unverified
Robust 6D Object Pose Estimation in Cluttered Scenes using Semantic Segmentation and Pose Regression Networks	Oct 8, 2018	6D Pose Estimation using RGBObject	—Unverified
On LASSO for Predictive Regression	Oct 7, 2018	regressionVariable Selection	—Unverified
High-Dimensional Poisson DAG Model Learning Using _1-Regularized Regression	Oct 5, 2018	regressionVocal Bursts Intensity Prediction	—Unverified
Statistical Optimality of Interpolated Nearest Neighbor Algorithms	Oct 5, 2018	BIG-bench Machine LearningGeneral Classification	—Unverified
Correcting the bias in least squares regression with volume-rescaled sampling	Oct 4, 2018	regression	—Unverified
XBART: Accelerated Bayesian Additive Regression Trees	Oct 4, 2018	regression	—Unverified
Optimal Learning with Anisotropic Gaussian SVMs	Oct 4, 2018	regression	—Unverified
Leave-one-out least squares Monte Carlo algorithm for pricing Bermudan options	Oct 4, 2018	regression	—Unverified
Improved Generalization Bounds for Adversarially Robust Learning	Oct 4, 2018	Binary ClassificationGeneral Classification	—Unverified
Agnostic Sample Compression Schemes for Regression	Oct 3, 2018	Open-Ended Question Answeringregression	—Unverified
Semi-supervised Text Regression with Conditional Generative Adversarial Networks	Oct 2, 2018	Generative Adversarial Networkregression	—Unverified
Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning	Oct 1, 2018	Multi-Task LearningPart-Of-Speech Tagging	—Unverified
Neural Regression Trees	Oct 1, 2018	ClassificationGeneral Classification	—Unverified

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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