regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 5251–5275 of 9424 papers

Title	Date	Tasks	Status	Hype
Signal classification using weighted orthogonal regression method	Oct 12, 2020	ClassificationDecision Making	—Unverified	0
Robust Finite Mixture Regression for Heterogeneous Targets	Oct 12, 2020	feature selectionregression	—Unverified	0
NEMO: Frequentist Inference Approach to Constrained Linguistic Typology Feature Prediction in SIGTYP 2020 Shared Task	Oct 12, 2020	regression	CodeCode Available	0
A Generalized Stacking for Implementing Ensembles of Gradient Boosting Machines	Oct 12, 2020	regression	—Unverified	0
Automatic Quantification of Settlement Damage using Deep Learning of Satellite Images	Oct 12, 2020	Humanitarianregression	—Unverified	0
On Feature Selection Using Anisotropic General Regression Neural Network	Oct 12, 2020	BIG-bench Machine Learningfeature selection	CodeCode Available	1
A Case-Study on the Impact of Dynamic Time Warping in Time Series Regression	Oct 11, 2020	Dynamic Time Warpingregression	—Unverified	0
Kernel Methods for Causal Functions: Dose, Heterogeneous, and Incremental Response Curves	Oct 10, 2020	counterfactualregression	—Unverified	0
Maximin Optimization for Binary Regression	Oct 10, 2020	regression	—Unverified	0
Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework	Oct 10, 2020	Network PruningNeural Architecture Search	—Unverified	0
CryptoCredit: Securely Training Fair Models	Oct 9, 2020	Decision Makingregression	—Unverified	0
Predictive Modeling of Anatomy with Genetic and Clinical Data	Oct 9, 2020	Anatomyregression	CodeCode Available	0
Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation	Oct 9, 2020	Domain Adaptationregression	—Unverified	0
Few-shot Learning for Spatial Regression	Oct 9, 2020	Few-Shot LearningGaussian Processes	—Unverified	0
Sparse network asymptotics for logistic regression	Oct 9, 2020	regression	—Unverified	0
Physics-Informed Gaussian Process Regression for Probabilistic States Estimation and Forecasting in Power Grids	Oct 9, 2020	GPRregression	—Unverified	0
Online and Distribution-Free Robustness: Regression and Contextual Bandits with Huber Contamination	Oct 8, 2020	Adversarial RobustnessMulti-Armed Bandits	—Unverified	0
Yield Optimization using Hybrid Gaussian Process Regression and a Genetic Multi-Objective Approach	Oct 8, 2020	regression	CodeCode Available	0
Interpreting Unconditional Quantile Regression with Conditional Independence	Oct 7, 2020	counterfactualquantile regression	—Unverified	0
Combining Deep Learning and String Kernels for the Localization of Swiss German Tweets	Oct 7, 2020	Dialect Identificationregression	—Unverified	0
pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis	Oct 7, 2020	Deep LearningMedical Image Analysis	CodeCode Available	1
Kernel regression in high dimensions: Refined analysis beyond double descent	Oct 6, 2020	regressionVocal Bursts Intensity Prediction	—Unverified	0
CoRe: Color Regression for Multicolor Fashion Garments	Oct 6, 2020	regression	—Unverified	0
Recyclable Gaussian Processes	Oct 6, 2020	Gaussian Processesregression	CodeCode Available	1
A Transformer-based Framework for Multivariate Time Series Representation Learning	Oct 6, 2020	Computational EfficiencyGeneral Classification	CodeCode Available	1

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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