regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 8526–8550 of 9424 papers

Title	Date	Tasks	Status
Robust and Sparse Regression via γ-divergence	Apr 22, 2016	parameter estimationregression	—Unverified
Approximation Vector Machines for Large-scale Online Learning	Apr 22, 2016	General Classificationregression	CodeCode Available
Online Human Action Detection using Joint Classification-Regression Recurrent Neural Networks	Apr 19, 2016	Action DetectionAction Recognition	CodeCode Available
DS-MLR: Exploiting Double Separability for Scaling up Distributed Multinomial Logistic Regression	Apr 16, 2016	BlockingMulti-class Classification	CodeCode Available
Bayesian linear regression with Student-t assumptions	Apr 15, 2016	regression	—Unverified
Distribution-Free Predictive Inference For Regression	Apr 14, 2016	Computational EfficiencyPrediction	CodeCode Available
M3: Scaling Up Machine Learning via Memory Mapping	Apr 11, 2016	BIG-bench Machine LearningGraph Mining	—Unverified
Direction matters: hand pose estimation from local surface normals	Apr 10, 2016	Hand Pose EstimationPose Estimation	—Unverified
Learning to Track at 100 FPS with Deep Regression Networks	Apr 6, 2016	regression	CodeCode Available
Fast methods for training Gaussian processes on large data sets	Apr 5, 2016	Gaussian ProcessesGPR	—Unverified
Regularization Parameter Selection for a Bayesian Multi-Level Group Lasso Regression Model with Application to Imaging Genomics	Mar 27, 2016	regression	—Unverified
Negative Learning Rates and P-Learning	Mar 27, 2016	regressionreinforcement-learning	—Unverified
Learning Hough Regression Models via Bridge Partial Least Squares for Object Detection	Mar 26, 2016	ClusteringObject	—Unverified
Classifying Syntactic Regularities for Hundreds of Languages	Mar 25, 2016	General Classificationregression	—Unverified
On kernel methods for covariates that are rankings	Mar 25, 2016	regression	—Unverified
Localized Lasso for High-Dimensional Regression	Mar 22, 2016	Diversityregression	—Unverified
Convex block-sparse linear regression with expanders -- provably	Mar 21, 2016	regression	—Unverified
Fast DPP Sampling for Nyström with Application to Kernel Methods	Mar 19, 2016	Point Processesregression	—Unverified
A Probabilistic Machine Learning Approach to Detect Industrial Plant Faults	Mar 18, 2016	BIG-bench Machine LearningClassification	—Unverified
Generalized support vector regression: duality and tensor-kernel representation	Mar 18, 2016	regression	—Unverified
Optimal Black-Box Reductions Between Optimization Objectives	Mar 17, 2016	BIG-bench Machine LearningGeneral Classification	—Unverified
Reliable Prediction Intervals for Local Linear Regression	Mar 17, 2016	PredictionPrediction Intervals	—Unverified
Bias Correction for Regularized Regression and its Application in Learning with Streaming Data	Mar 15, 2016	Incremental Learningregression	—Unverified
Regression-based Hypergraph Learning for Image Clustering and Classification	Mar 14, 2016	ClassificationClustering	—Unverified
Online Isotonic Regression	Mar 14, 2016	regression	—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