regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7351–7375 of 9424 papers

Title	Date	Tasks	Status	Hype
Gaussian Processes and Kernel Methods: A Review on Connections and Equivalences	Jul 6, 2018	Gaussian Processesregression	—Unverified	0
A Structured Prediction Approach for Label Ranking	Jul 6, 2018	Predictionregression	CodeCode Available	0
A Semi-parametric Realized Joint Value-at-Risk and Expected Shortfall Regression Framework	Jul 5, 2018	quantile regressionregression	—Unverified	0
Fixed Effects and the Generalized Mundlak Estimator	Jul 5, 2018	regression	CodeCode Available	1
Logistic Regression, Neural Networks and Dempster-Shafer Theory: a New Perspective	Jul 5, 2018	regression	—Unverified	0
Denoising Auto-encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation	Jul 5, 2018	ARCDenoising	—Unverified	0
Revisiting Perspective Information for Efficient Crowd Counting	Jul 5, 2018	Crowd Countingregression	—Unverified	0
Unbiased Image Style Transfer	Jul 4, 2018	regressionStyle Transfer	—Unverified	0
Breast Cancer Diagnosis via Classification Algorithms	Jul 3, 2018	BIG-bench Machine LearningClassification	—Unverified	0
Learning concise representations for regression by evolving networks of trees	Jul 3, 2018	Disentanglementregression	CodeCode Available	1
One-Class Kernel Spectral Regression	Jul 3, 2018	Graph EmbeddingOne-class classifier	—Unverified	0
Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multiphase flow in heterogeneous media	Jul 2, 2018	Computational EfficiencyDecoder	CodeCode Available	0
CRVI: Convex Relaxation for Variational Inference	Jul 1, 2018	Inference Optimizationregression	—Unverified	0
Optimal Tuning for Divide-and-conquer Kernel Ridge Regression with Massive Data	Jul 1, 2018	regressionTwo-sample testing	—Unverified	0
An Iterative, Sketching-based Framework for Ridge Regression	Jul 1, 2018	regression	—Unverified	0
The Well-Tempered Lasso	Jul 1, 2018	regression	—Unverified	0
Variable Selection via Penalized Neural Network: a Drop-Out-One Loss Approach	Jul 1, 2018	regressionVariable Selection	—Unverified	0
Nonparametric Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information	Jul 1, 2018	regression	—Unverified	0
Nonconvex Optimization for Regression with Fairness Constraints	Jul 1, 2018	AttributeFairness	CodeCode Available	0
Optimal Distributed Learning with Multi-pass Stochastic Gradient Methods	Jul 1, 2018	regression	—Unverified	0
Leveraging Well-Conditioned Bases: Streaming and Distributed Summaries in Minkowski p-Norms	Jul 1, 2018	regression	—Unverified	0
Randomized Block Cubic Newton Method	Jul 1, 2018	regression	—Unverified	0
Accurate Uncertainties for Deep Learning Using Calibrated Regression	Jul 1, 2018	Deep LearningModel-based Reinforcement Learning	CodeCode Available	0
Probabilistic Bisection with Spatial Metamodels	Jun 30, 2018	Active LearningGaussian Processes	—Unverified	0
Fully Nonparametric Bayesian Additive Regression Trees	Jun 29, 2018	regressionUncertainty Quantification	—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