regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7551–7575 of 9424 papers

Title	Date	Tasks	Status
Learning how to be robust: Deep polynomial regression	Apr 17, 2018	Decoderregression	—Unverified
Deep Embedding Kernel	Apr 16, 2018	Deep LearningDimensionality Reduction	—Unverified
SPSA-FSR: Simultaneous Perturbation Stochastic Approximation for Feature Selection and Ranking	Apr 16, 2018	feature selectionGeneral Classification	CodeCode Available
RFCDE: Random Forests for Conditional Density Estimation	Apr 16, 2018	Density EstimationGeneral Classification	CodeCode Available
Adaptivity for Regularized Kernel Methods by Lepskii's Principle	Apr 15, 2018	regression	—Unverified
Fusion of hyperspectral and ground penetrating radar to estimate soil moisture	Apr 14, 2018	GPRregression	CodeCode Available
Language Recognition using Time Delay Deep Neural Network	Apr 13, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
CNN-based Landmark Detection in Cardiac CTA Scans	Apr 13, 2018	Anatomical Landmark DetectionClassification	—Unverified
A Compact Network Learning Model for Distribution Regression	Apr 13, 2018	modelregression	—Unverified
An Note on Why Geographically Weighted Regression Overcomes Multidimensional-Kernel-Based Varying-Coefficient Model	Apr 12, 2018	regression	—Unverified
Explicit Heston Solutions and Stochastic Approximation for Path-dependent Option Pricing	Apr 12, 2018	regression	—Unverified
Fast Gaussian Process Based Gradient Matching for Parameter Identification in Systems of Nonlinear ODEs	Apr 12, 2018	regressionTime Series	CodeCode Available
Dynamic Multivariate Functional Data Modeling via Sparse Subspace Learning	Apr 11, 2018	regression	—Unverified
Moving Beyond Sub-Gaussianity in High-Dimensional Statistics: Applications in Covariance Estimation and Linear Regression	Apr 8, 2018	regression	—Unverified
Facial Aging and Rejuvenation by Conditional Multi-Adversarial Autoencoder with Ordinal Regression	Apr 8, 2018	Age EstimationGenerative Adversarial Network	—Unverified
Simultaneous Mean-Variance Regression	Apr 5, 2018	regressionvalid	CodeCode Available
Gaussian Process Uncertainty in Age Estimation as a Measure of Brain Abnormality	Apr 4, 2018	Age Estimationregression	—Unverified
Evaluating Hospital Case Cost Prediction Models Using Azure Machine Learning Studio	Apr 4, 2018	BIG-bench Machine LearningGaussian Processes	—Unverified
Adaptive distributed methods under communication constraints	Apr 3, 2018	regression	—Unverified
Stochastic EM for Shuffled Linear Regression	Apr 2, 2018	regression	—Unverified
Financial Aspect and Sentiment Predictions with Deep Neural Networks: An Ensemble Approach	Apr 1, 2018	regressionSentiment Analysis	—Unverified
Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning	Apr 1, 2018	BIG-bench Machine Learningregression	CodeCode Available
Probabilistic Formulations of Regression with Mixed Guidance	Apr 1, 2018	regression	CodeCode Available
Simulation Methods for Stochastic Storage Problems: A Statistical Learning Perspective	Mar 30, 2018	Experimental Designregression	—Unverified
An Empirical Analysis of Constrained Support Vector Quantile Regression for Nonparametric Probabilistic Forecasting of Wind Power	Mar 29, 2018	Decision MakingForm	—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