regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 5951–5975 of 9424 papers

Title	Date	Tasks	Status	Hype
Towards new cross-validation-based estimators for Gaussian process regression: efficient adjoint computation of gradients	Feb 26, 2020	regression	—Unverified	0
A general framework for ensemble distribution distillation	Feb 26, 2020	regression	CodeCode Available	0
The role of regularization in classification of high-dimensional noisy Gaussian mixture	Feb 26, 2020	General Classificationregression	—Unverified	0
Provable Meta-Learning of Linear Representations	Feb 26, 2020	Meta-Learningregression	CodeCode Available	0
Biased Stochastic First-Order Methods for Conditional Stochastic Optimization and Applications in Meta Learning	Feb 25, 2020	Causal InferenceMeta-Learning	—Unverified	0
Understanding and Mitigating the Tradeoff Between Robustness and Accuracy	Feb 25, 2020	regression	CodeCode Available	0
Inverse learning in Hilbert scales	Feb 24, 2020	regression	—Unverified	0
Precise Tradeoffs in Adversarial Training for Linear Regression	Feb 24, 2020	regression	—Unverified	0
Causal Strategic Linear Regression	Feb 24, 2020	Decision Makingparameter estimation	—Unverified	0
Gaussian Process Regression for Probabilistic Short-term Solar Output Forecast	Feb 23, 2020	Clusteringregression	—Unverified	0
Speech Synthesis using EEG	Feb 22, 2020	EEGElectroencephalogram (EEG)	—Unverified	0
The Sample Complexity of Meta Sparse Regression	Feb 22, 2020	Few-Shot LearningMeta-Learning	—Unverified	0
Regression with Deep Learning for Sensor Performance Optimization	Feb 22, 2020	Deep Learningregression	—Unverified	0
Partially Observed Dynamic Tensor Response Regression	Feb 22, 2020	regression	—Unverified	0
Fast local linear regression with anchor regularization	Feb 21, 2020	regression	CodeCode Available	0
Memory-Based Graph Networks	Feb 21, 2020	Graph Classificationregression	CodeCode Available	1
Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning Model	Feb 21, 2020	Marketingregression	CodeCode Available	1
A Multiclass Classification Approach to Label Ranking	Feb 21, 2020	ClassificationGeneral Classification	—Unverified	0
Sparse principal component regression via singular value decomposition approach	Feb 21, 2020	regression	CodeCode Available	0
PIANO: A Fast Parallel Iterative Algorithm for Multinomial and Sparse Multinomial Logistic Regression	Feb 21, 2020	feature selectionregression	—Unverified	0
Deep Sigma Point Processes	Feb 21, 2020	Gaussian ProcessesPoint Processes	—Unverified	0
Generalisation error in learning with random features and the hidden manifold model	Feb 21, 2020	regressionvalid	—Unverified	0
SummerTime: Variable-length Time SeriesSummarization with Applications to PhysicalActivity Analysis	Feb 20, 2020	General Classificationregression	—Unverified	0
Meta-learning for mixed linear regression	Feb 20, 2020	Meta-Learningregression	—Unverified	0
Diversity sampling is an implicit regularization for kernel methods	Feb 20, 2020	DiversityPoint Processes	—Unverified	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