regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3826–3850 of 9424 papers

Title	Date	Tasks	Status	Hype
Dimension-Free Average Treatment Effect Inference with Deep Neural Networks	Dec 2, 2021	regressionUncertainty Quantification	—Unverified	0
Level set learning with pseudo-reversible neural networks for nonlinear dimension reduction in function approximation	Dec 2, 2021	Dimensionality Reductionregression	CodeCode Available	1
Classifying Verses of the Quran using Doc2vec	Dec 1, 2021	regressionSemantic Similarity	—Unverified	0
Structural Sieves	Dec 1, 2021	regression	—Unverified	0
Learning Oriented Remote Sensing Object Detection via Naive Geometric Computing	Dec 1, 2021	object-detectionObject Detection	—Unverified	0
Label-Free Model Evaluation with Semi-Structured Dataset Representations	Dec 1, 2021	regression	CodeCode Available	0
Minimax Analysis for Inverse Risk in Nonparametric Planer Invertible Regression	Dec 1, 2021	Econometricsregression	CodeCode Available	0
PoseKernelLifter: Metric Lifting of 3D Human Pose using Sound	Dec 1, 2021	regression	—Unverified	0
Training Experimentally Robust and Interpretable Binarized Regression Models Using Mixed-Integer Programming	Dec 1, 2021	Classificationregression	—Unverified	0
Differentially Private Model Personalization	Dec 1, 2021	modelregression	—Unverified	0
A Highly-Efficient Group Elastic Net Algorithm with an Application to Function-On-Scalar Regression	Dec 1, 2021	CPUfeature selection	—Unverified	0
Parameter-free HE-friendly Logistic Regression	Dec 1, 2021	BIG-bench Machine LearningPrivacy Preserving	—Unverified	0
Concentration inequalities under sub-Gaussian and sub-exponential conditions	Dec 1, 2021	regression	—Unverified	0
Neural Regression, Representational Similarity, Model Zoology & Neural Taskonomy at Scale in Rodent Visual Cortex	Dec 1, 2021	BenchmarkingObject Recognition	CodeCode Available	1
Symbolic Regression via Deep Reinforcement Learning Enhanced Genetic Programming Seeding	Dec 1, 2021	Combinatorial OptimizationDeep Reinforcement Learning	CodeCode Available	1
BAST: Bayesian Additive Regression Spanning Trees for Complex Constrained Domain	Dec 1, 2021	Bayesian Inferenceregression	CodeCode Available	0
A Bayesian-Symbolic Approach to Reasoning and Learning in Intuitive Physics	Dec 1, 2021	Bayesian InferenceBilevel Optimization	—Unverified	0
What’s a good imputation to predict with missing values?	Dec 1, 2021	ImputationMissing Values	—Unverified	0
Machine Learning for Air Transport Planning and Management	Nov 30, 2021	BIG-bench Machine LearningDemand Forecasting	—Unverified	0
Efficient and robust high-dimensional sparse logistic regression via nonlinear primal-dual hybrid gradient algorithms	Nov 30, 2021	regressionVariable Selection	—Unverified	0
Bayesian Modelling of Multivalued Power Curves from an Operational Wind Farm	Nov 30, 2021	regression	—Unverified	0
Automated Speech Scoring System Under The Lens: Evaluating and interpreting the linguistic cues for language proficiency	Nov 30, 2021	Feature Importanceregression	—Unverified	0
PGNets: Planet mass prediction using convolutional neural networks for radio continuum observations of protoplanetary disks	Nov 30, 2021	regression	CodeCode Available	0
Classification-Regression for Chart Comprehension	Nov 29, 2021	Chart Question AnsweringClassification	CodeCode Available	1
NeuralProphet: Explainable Forecasting at Scale	Nov 29, 2021	Decision MakingPhilosophy	CodeCode Available	2

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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