regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7126–7150 of 9424 papers

Title	Date	Tasks	Status	Hype
Learning Representations of Missing Data for Predicting Patient Outcomes	Nov 12, 2018	Binary ClassificationClassification	—Unverified	0
Adapting multi-armed bandits policies to contextual bandits scenarios	Nov 11, 2018	Binary ClassificationClassification	CodeCode Available	0
Ordinal Regression using Noisy Pairwise Comparisons for Body Mass Index Range Estimation	Nov 8, 2018	General Classificationregression	—Unverified	0
Scale calibration for high-dimensional robust regression	Nov 6, 2018	regressionVocal Bursts Intensity Prediction	—Unverified	0
Kernel Machines Beat Deep Neural Networks on Mask-based Single-channel Speech Enhancement	Nov 6, 2018	regressionSpeech Enhancement	—Unverified	0
Kernel Regression for Graph Signal Prediction in Presence of Sparse Noise	Nov 6, 2018	regression	—Unverified	0
BLP -- Boundary Likelihood Pinpointing Networks for Accurate Temporal Action Localization	Nov 6, 2018	Action DetectionAction Localization	—Unverified	0
Stacked Penalized Logistic Regression for Selecting Views in Multi-View Learning	Nov 6, 2018	General ClassificationMULTI-VIEW LEARNING	—Unverified	0
Theoretical and Experimental Analysis on the Generalizability of Distribution Regression Network	Nov 5, 2018	regressionTime Series Analysis	—Unverified	0
Confidence Propagation through CNNs for Guided Sparse Depth Regression	Nov 5, 2018	Autonomous DrivingDepth Completion	CodeCode Available	0
Kernel Conjugate Gradient Methods with Random Projections	Nov 5, 2018	regression	—Unverified	0
A Novel Predictive-Coding-Inspired Variational RNN Model for Online Prediction and Recognition	Nov 4, 2018	regression	CodeCode Available	0
Boosted Sparse and Low-Rank Tensor Regression	Nov 3, 2018	regression	CodeCode Available	1
Understanding and Comparing Scalable Gaussian Process Regression for Big Data	Nov 3, 2018	regression	—Unverified	0
Large-scale Heteroscedastic Regression via Gaussian Process	Nov 3, 2018	regressionVariational Inference	—Unverified	0
Multi-Kernel Regression with Sparsity Constraint	Nov 2, 2018	regression	—Unverified	0
Single-Model Uncertainties for Deep Learning	Nov 2, 2018	Deep Learningmodel	CodeCode Available	0
Algorithms for screening of Cervical Cancer: A chronological review	Nov 2, 2018	Cell SegmentationClustering	—Unverified	0
Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos	Nov 1, 2018	Face AlignmentPose Estimation	CodeCode Available	0
HMLasso: Lasso with High Missing Rate	Nov 1, 2018	Missing Valuesregression	—Unverified	0
Prediction Error Meta Classification in Semantic Segmentation: Detection via Aggregated Dispersion Measures of Softmax Probabilities	Nov 1, 2018	General Classificationregression	CodeCode Available	0
Efficient Online Hyperparameter Optimization for Kernel Ridge Regression with Applications to Traffic Time Series Prediction	Nov 1, 2018	BIG-bench Machine LearningComputational Efficiency	—Unverified	0
WaveGlow: A Flow-based Generative Network for Speech Synthesis	Oct 31, 2018	Audio SynthesisGPU	CodeCode Available	0
Clustered Monotone Transforms for Rating Factorization	Oct 31, 2018	Recommendation Systemsregression	—Unverified	0
On Fast Leverage Score Sampling and Optimal Learning	Oct 31, 2018	regression	CodeCode Available	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