regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 8576–8600 of 9424 papers

Title	Date	Tasks	Status
Generalization Properties of Learning with Random Features	Feb 14, 2016	regression	CodeCode Available
Detection of Cooperative Interactions in Logistic Regression Models	Feb 12, 2016	feature selectionregression	—Unverified
Mean-Reversion and Optimization	Feb 12, 2016	PAIR TRADINGregression	—Unverified
Deep Gaussian Processes for Regression using Approximate Expectation Propagation	Feb 12, 2016	Gaussian Processesregression	—Unverified
A Universal Approximation Theorem for Mixture of Experts Models	Feb 11, 2016	General ClassificationMixture-of-Experts	—Unverified
Online Active Linear Regression via Thresholding	Feb 9, 2016	Active Learningregression	—Unverified
DECOrrelated feature space partitioning for distributed sparse regression	Feb 8, 2016	parameter estimationregression	—Unverified
Solving Ridge Regression using Sketched Preconditioned SVRG	Feb 7, 2016	regression	—Unverified
Hyperparameter optimization with approximate gradient	Feb 7, 2016	Hyperparameter Optimizationregression	CodeCode Available
Convex Relaxation Regression: Black-Box Optimization of Smooth Functions by Learning Their Convex Envelopes	Feb 5, 2016	regression	—Unverified
Fantastic 4 system for NIST 2015 Language Recognition Evaluation	Feb 5, 2016	regression	—Unverified
Head Pose Estimation of Occluded Faces using Regularized Regression	Feb 2, 2016	General ClassificationHead Pose Estimation	—Unverified
A Spectral Series Approach to High-Dimensional Nonparametric Regression	Feb 1, 2016	regressionVocal Bursts Intensity Prediction	—Unverified
Feature Selection for Regression Problems Based on the Morisita Estimator of Intrinsic Dimension	Jan 31, 2016	feature selectionManagement	—Unverified
Additive Approximations in High Dimensional Nonparametric Regression via the SALSA	Jan 31, 2016	Additive modelsregression	CodeCode Available
Dimensionality Reduction via Regression in Hyperspectral Imagery	Jan 31, 2016	Dimensionality ReductionLand Cover Classification	—Unverified
DOLDA - a regularized supervised topic model for high-dimensional multi-class regression	Jan 31, 2016	General ClassificationMulti-class Classification	CodeCode Available
Face Alignment by Local Deep Descriptor Regression	Jan 29, 2016	Face Alignmentregression	—Unverified
System Identification through Online Sparse Gaussian Process Regression with Input Noise	Jan 29, 2016	regression	CodeCode Available
Large-scale Kernel-based Feature Extraction via Budgeted Nonlinear Subspace Tracking	Jan 28, 2016	General Classificationregression	—Unverified
Information-theoretic limits of Bayesian network structure learning	Jan 27, 2016	regressionVariable Selection	—Unverified
Recurrent Neural Network Postfilters for Statistical Parametric Speech Synthesis	Jan 26, 2016	General Classificationregression	—Unverified
A Robust UCB Scheme for Active Learning in Regression from Strategic Crowds	Jan 25, 2016	Active Learningparameter estimation	—Unverified
Forecasting Electricity Spot Prices using Lasso: On Capturing the Autoregressive Intraday Structure	Jan 23, 2016	regression	—Unverified
Divide and Conquer Local Average Regression	Jan 23, 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