regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 8151–8175 of 9424 papers

Title	Date	Tasks	Status
TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals	Mar 17, 2017	Action LocalizationGPU	CodeCode Available
Fostering User Engagement: Rhetorical Devices for Applause Generation Learnt from TED Talks	Mar 17, 2017	regression	—Unverified
Understanding Traffic Density from Large-Scale Web Camera Data	Mar 17, 2017	regressionvehicle detection	CodeCode Available
Estimation and Inference on Nonlinear and Heterogeneous Effects	Mar 16, 2017	BIG-bench Machine LearningCausal Inference	—Unverified
Gaussian process regression for forecasting battery state of health	Mar 16, 2017	regression	—Unverified
Optimization for L1-Norm Error Fitting via Data Aggregation	Mar 15, 2017	regression	—Unverified
Tuning Free Orthogonal Matching Pursuit	Mar 15, 2017	Compressive Sensingregression	—Unverified
Illuminant Estimation using Ensembles of Multivariate Regression Trees	Mar 15, 2017	regression	—Unverified
A Framework for Dynamic Image Sampling Based on Supervised Learning (SLADS)	Mar 14, 2017	regression	—Unverified
Multivariate Gaussian and Student-t Process Regression for Multi-output Prediction	Mar 13, 2017	GPRPrediction	CodeCode Available
End-to-End Learning of Geometry and Context for Deep Stereo Regression	Mar 13, 2017	regressionStereo-LiDAR Fusion	CodeCode Available
Fuzzy Model Tree For Early Effort Estimation	Mar 11, 2017	modelregression	—Unverified
High SNR Consistent Compressive Sensing	Mar 10, 2017	Compressive SensingModel Selection	—Unverified
From Depth Data to Head Pose Estimation: a Siamese approach	Mar 10, 2017	Driver Attention MonitoringHead Pose Estimation	—Unverified
mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions	Mar 9, 2017	Bayesian Optimizationregression	CodeCode Available
Learning Active Learning from Data	Mar 9, 2017	Active Learningregression	CodeCode Available
Unsupervised Ensemble Regression	Mar 8, 2017	regression	—Unverified
Sparse Quadratic Logistic Regression in Sub-quadratic Time	Mar 8, 2017	regression	—Unverified
Exploiting Strong Convexity from Data with Primal-Dual First-Order Algorithms	Mar 7, 2017	regression	—Unverified
Deep Head Pose Estimation from Depth Data for In-car Automotive Applications	Mar 6, 2017	Head Pose EstimationPose Estimation	—Unverified
Learning Robot Activities from First-Person Human Videos Using Convolutional Future Regression	Mar 3, 2017	object-detectionObject Detection	—Unverified
Active Learning for Cost-Sensitive Classification	Mar 3, 2017	Active LearningClassification	—Unverified
Encrypted accelerated least squares regression	Mar 2, 2017	regression	—Unverified
Optimal algorithms for smooth and strongly convex distributed optimization in networks	Feb 28, 2017	Distributed Optimizationregression	CodeCode Available
Iterative Bayesian Learning for Crowdsourced Regression	Feb 28, 2017	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