regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 8451–8475 of 9424 papers

Title	Date	Tasks	Status	Hype
Efficient and Consistent Robust Time Series Analysis	Jul 1, 2016	regressionTime Series	—Unverified	0
Combining Gradient Boosting Machines with Collective Inference to Predict Continuous Values	Jul 1, 2016	regression	—Unverified	0
A multilevel framework for sparse optimization with application to inverse covariance estimation and logistic regression	Jul 1, 2016	regression	—Unverified	0
Permutation Invariant Training of Deep Models for Speaker-Independent Multi-talker Speech Separation	Jul 1, 2016	ClusteringDeep Clustering	CodeCode Available	0
A Learning Algorithm for Relational Logistic Regression: Preliminary Results	Jun 28, 2016	regressionRelational Reasoning	—Unverified	0
Regression Trees and Random forest based feature selection for malaria risk exposure prediction	Jun 24, 2016	BIG-bench Machine LearningCPU	—Unverified	0
Fully DNN-based Multi-label regression for audio tagging	Jun 24, 2016	Audio TaggingEvent Detection	—Unverified	0
Predicting Novel Tick Vectors of Zoonotic Disease	Jun 20, 2016	regression	—Unverified	0
The Effect of Heteroscedasticity on Regression Trees	Jun 16, 2016	regression	—Unverified	0
SQuAD: 100,000+ Questions for Machine Comprehension of Text	Jun 16, 2016	ArticlesQuestion Answering	CodeCode Available	1
Understanding Probabilistic Sparse Gaussian Process Approximations	Jun 15, 2016	Gaussian Processesregression	—Unverified	0
Efficient Pairwise Learning Using Kernel Ridge Regression: an Exact Two-Step Method	Jun 14, 2016	Collaborative FilteringMatrix Completion	—Unverified	0
Regression-based reduced-order models to predict transient thermal output for enhanced geothermal systems	Jun 14, 2016	regression	—Unverified	0
Prediction performance after learning in Gaussian process regression	Jun 13, 2016	Gaussian ProcessesPrediction	—Unverified	0
Retrieving and Ranking Similar Questions from Question-Answer Archives Using Topic Modelling and Topic Distribution Regression	Jun 12, 2016	regressionTranslation	—Unverified	0
On Projected Stochastic Gradient Descent Algorithm with Weighted Averaging for Least Squares Regression	Jun 9, 2016	regression	—Unverified	0
Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression	Jun 8, 2016	regressionUncertainty Quantification	CodeCode Available	0
Semi-supervised structured output prediction by local linear regression and sub-gradient descent	Jun 7, 2016	Predictionregression	—Unverified	0
Active Regression with Adaptive Huber Loss	Jun 5, 2016	MULTI-VIEW LEARNINGregression	—Unverified	0
Confidence Intervals for Algorithmic Leveraging in Linear Regression	Jun 5, 2016	regression	—Unverified	0
Smooth Imitation Learning for Online Sequence Prediction	Jun 3, 2016	Imitation LearningPrediction	CodeCode Available	0
Unified Framework for Quantification	Jun 2, 2016	BIG-bench Machine LearningGeneral Classification	CodeCode Available	0
High Dimensional Multivariate Regression and Precision Matrix Estimation via Nonconvex Optimization	Jun 2, 2016	regressionVocal Bursts Intensity Prediction	—Unverified	0
Differentially Private Gaussian Processes	Jun 2, 2016	Gaussian Processesregression	—Unverified	0
Mnemonic Descent Method: A recurrent process applied for end-to-end face alignment	Jun 1, 2016	Face AlignmentHead Pose Estimation	CodeCode Available	1

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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