regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1726–1750 of 9424 papers

Title	Date	Tasks	Status	Hype
Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression Tasks	Oct 10, 2023	regressionTransfer Learning	—Unverified	0
On sparse regression, Lp-regularization, and automated model discovery	Oct 9, 2023	L2 RegularizationModel Discovery	—Unverified	0
ODEFormer: Symbolic Regression of Dynamical Systems with Transformers	Oct 9, 2023	regressionSymbolic Regression	CodeCode Available	1
Equation Discovery with Bayesian Spike-and-Slab Priors and Efficient Kernels	Oct 9, 2023	Equation Discoveryregression	CodeCode Available	0
Estimating Numbers without Regression	Oct 9, 2023	Language ModelingLanguage Modelling	—Unverified	0
Sharing Information Between Machine Tools to Improve Surface Finish Forecasting	Oct 9, 2023	Predictionregression	—Unverified	0
Semantic-aware Temporal Channel-wise Attention for Cardiac Function Assessment	Oct 9, 2023	Auxiliary Learningregression	—Unverified	0
ParFam -- (Neural Guided) Symbolic Regression Based on Continuous Global Optimization	Oct 9, 2023	global-optimizationregression	CodeCode Available	0
Enhancing Kernel Flexibility via Learning Asymmetric Locally-Adaptive Kernels	Oct 8, 2023	regression	CodeCode Available	0
SWAP: Sparse Entropic Wasserstein Regression for Robust Network Pruning	Oct 7, 2023	Network Pruningregression	CodeCode Available	0
Does Artificial Intelligence benefit UK businesses? An empirical study of the impact of AI on productivity	Oct 6, 2023	regression	—Unverified	0
Robust Transfer Learning with Unreliable Source Data	Oct 6, 2023	regressionTransfer Learning	—Unverified	0
Asymptotically free sketched ridge ensembles: Risks, cross-validation, and tuning	Oct 6, 2023	PredictionPrediction Intervals	CodeCode Available	0
Surrogate-based Real-time Curbside Management for Ride-hailing and Delivery Operations	Oct 5, 2023	ManagementModel Predictive Control	—Unverified	0
Functional data learning using convolutional neural networks	Oct 5, 2023	parameter estimationregression	CodeCode Available	0
Distribution-free risk assessment of regression-based machine learning algorithms	Oct 5, 2023	Conformal PredictionPrediction	—Unverified	0
Enhanced Human-Robot Collaboration using Constrained Probabilistic Human-Motion Prediction	Oct 5, 2023	GPRHuman motion prediction	—Unverified	0
Online Constraint Tightening in Stochastic Model Predictive Control: A Regression Approach	Oct 4, 2023	Model Predictive Controlregression	—Unverified	0
Credit card score prediction using machine learning models: A new dataset	Oct 4, 2023	feature selectionregression	—Unverified	0
Stationarity without mean reversion in improper Gaussian processes	Oct 4, 2023	Gaussian Processesregression	—Unverified	0
Preserving Phonemic Distinctions for Ordinal Regression: A Novel Loss Function for Automatic Pronunciation Assessment	Oct 3, 2023	regression	—Unverified	0
Investigating Speed Deviation Patterns During Glucose Episodes: A Quantile Regression Approach	Oct 3, 2023	quantile regressionregression	—Unverified	0
Conditional Instrumental Variable Regression with Representation Learning for Causal Inference	Oct 3, 2023	Causal Inferenceregression	—Unverified	0
From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic Regression	Oct 2, 2023	regressionRetrieval	—Unverified	0
A Robust Machine Learning Approach for Path Loss Prediction in 5G Networks with Nested Cross Validation	Oct 2, 2023	Predictionregression	—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