regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3951–3975 of 9424 papers

Title	Date	Tasks	Status	Hype
Polynomial-Spline Neural Networks with Exact Integrals	Oct 26, 2021	Mixture-of-Expertsregression	—Unverified	0
Tensor Network Kalman Filtering for Large-Scale LS-SVMs	Oct 26, 2021	regressionTensor Networks	CodeCode Available	0
Non-Gaussian Gaussian Processes for Few-Shot Regression	Oct 26, 2021	Few-Shot LearningGaussian Processes	CodeCode Available	1
Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression	Oct 26, 2021	object-detectionObject Detection	CodeCode Available	1
Topologically penalized regression on manifolds	Oct 26, 2021	regression	—Unverified	0
Functional instrumental variable regression with an application to estimating the impact of immigration on native wages	Oct 25, 2021	regression	—Unverified	0
Applying Regression Conformal Prediction with Nearest Neighbors to time series data	Oct 25, 2021	Conformal PredictionPrediction	—Unverified	0
Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees	Oct 25, 2021	quantile regressionregression	—Unverified	0
Quantum Algorithms and Lower Bounds for Linear Regression with Norm Constraints	Oct 25, 2021	regression	—Unverified	0
Maximum Correntropy Criterion Regression models with tending-to-zero scale parameters	Oct 25, 2021	regression	—Unverified	0
Variational Gaussian Processes: A Functional Analysis View	Oct 25, 2021	Gaussian Processesregression	—Unverified	0
Deep Asymmetric Hashing with Dual Semantic Regression and Class Structure Quantization	Oct 24, 2021	Deep HashingImage Retrieval	—Unverified	0
Learning curves for Gaussian process regression with power-law priors and targets	Oct 23, 2021	GPRregression	—Unverified	0
Semiparametric discrete data regression with Monte Carlo inference and prediction	Oct 23, 2021	regressionVariable Selection	CodeCode Available	0
PROMPT: Parallel Iterative Algorithm for _p norm linear regression via Majorization Minimization with an application to semi-supervised graph learning	Oct 23, 2021	Graph Learningregression	—Unverified	0
espiownage: Tracking Transients in Steelpan Drum Strikes Using Surveillance Technology	Oct 23, 2021	Image SegmentationObject	—Unverified	0
Projective Manifold Gradient Layer for Deep Rotation Regression	Oct 22, 2021	regressionRiemannian optimization	CodeCode Available	1
Learning Proposals for Practical Energy-Based Regression	Oct 22, 2021	regression	CodeCode Available	1
Probabilistic fine-tuning of pruning masks and PAC-Bayes self-bounded learning	Oct 22, 2021	L2 Regularizationregression	—Unverified	0
Conditioning of Random Feature Matrices: Double Descent and Generalization Error	Oct 21, 2021	regression	—Unverified	0
SLURP: Side Learning Uncertainty for Regression Problems	Oct 21, 2021	regression	CodeCode Available	1
On Optimal Interpolation In Linear Regression	Oct 21, 2021	Learning Theoryregression	CodeCode Available	0
Data splitting improves statistical performance in overparametrized regimes	Oct 21, 2021	regression	—Unverified	0
AniFormer: Data-driven 3D Animation with Transformer	Oct 20, 2021	regression	CodeCode Available	1
Adversarial attacks against Bayesian forecasting dynamic models	Oct 20, 2021	regressionTime Series	—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