regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7176–7200 of 9424 papers

Title	Date	Tasks	Status
Scale calibration for high-dimensional robust regression	Nov 6, 2018	regressionVocal Bursts Intensity Prediction	—Unverified
BLP -- Boundary Likelihood Pinpointing Networks for Accurate Temporal Action Localization	Nov 6, 2018	Action DetectionAction Localization	—Unverified
Kernel Machines Beat Deep Neural Networks on Mask-based Single-channel Speech Enhancement	Nov 6, 2018	regressionSpeech Enhancement	—Unverified
Theoretical and Experimental Analysis on the Generalizability of Distribution Regression Network	Nov 5, 2018	regressionTime Series Analysis	—Unverified
Confidence Propagation through CNNs for Guided Sparse Depth Regression	Nov 5, 2018	Autonomous DrivingDepth Completion	CodeCode Available
Kernel Conjugate Gradient Methods with Random Projections	Nov 5, 2018	regression	—Unverified
A Novel Predictive-Coding-Inspired Variational RNN Model for Online Prediction and Recognition	Nov 4, 2018	regression	CodeCode Available
Understanding and Comparing Scalable Gaussian Process Regression for Big Data	Nov 3, 2018	regression	—Unverified
Large-scale Heteroscedastic Regression via Gaussian Process	Nov 3, 2018	regressionVariational Inference	—Unverified
Algorithms for screening of Cervical Cancer: A chronological review	Nov 2, 2018	Cell SegmentationClustering	—Unverified
Single-Model Uncertainties for Deep Learning	Nov 2, 2018	Deep Learningmodel	CodeCode Available
Multi-Kernel Regression with Sparsity Constraint	Nov 2, 2018	regression	—Unverified
Efficient Online Hyperparameter Optimization for Kernel Ridge Regression with Applications to Traffic Time Series Prediction	Nov 1, 2018	BIG-bench Machine LearningComputational Efficiency	—Unverified
Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos	Nov 1, 2018	Face AlignmentPose Estimation	CodeCode Available
HMLasso: Lasso with High Missing Rate	Nov 1, 2018	Missing Valuesregression	—Unverified
Prediction Error Meta Classification in Semantic Segmentation: Detection via Aggregated Dispersion Measures of Softmax Probabilities	Nov 1, 2018	General Classificationregression	CodeCode Available
Clustered Monotone Transforms for Rating Factorization	Oct 31, 2018	Recommendation Systemsregression	—Unverified
WaveGlow: A Flow-based Generative Network for Speech Synthesis	Oct 31, 2018	Audio SynthesisGPU	CodeCode Available
On Fast Leverage Score Sampling and Optimal Learning	Oct 31, 2018	regression	CodeCode Available
Nonlinear Prediction of Multidimensional Signals via Deep Regression with Applications to Image Coding	Oct 30, 2018	Predictionregression	—Unverified
Semiparametrically efficient estimation of the average linear regression function	Oct 30, 2018	regression	—Unverified
Learning Gaussian Processes by Minimizing PAC-Bayesian Generalization Bounds	Oct 29, 2018	Gaussian ProcessesGeneralization Bounds	CodeCode Available
Scaling Gaussian Process Regression with Derivatives	Oct 29, 2018	Bayesian OptimizationDimensionality Reduction	CodeCode Available
Regularized Maximum Likelihood Estimation and Feature Selection in Mixtures-of-Experts Models	Oct 29, 2018	Clusteringfeature selection	—Unverified
Computing Vertex Centrality Measures in Massive Real Networks with a Neural Learning Model	Oct 28, 2018	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