regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4001–4025 of 9424 papers

Title	Date	Tasks	Status	Hype
Subspace Regularizers for Few-Shot Class Incremental Learning	Oct 13, 2021	class-incremental learningClass Incremental Learning	CodeCode Available	1
Communication-Efficient Online Federated Learning Framework for Nonlinear Regression	Oct 13, 2021	Federated Learningregression	CodeCode Available	0
LENS: Localization enhanced by NeRF synthesis	Oct 13, 2021	3D geometryData Augmentation	—Unverified	0
On the Double Descent of Random Features Models Trained with SGD	Oct 13, 2021	regression	—Unverified	0
Bayesian logistic regression for online recalibration and revision of risk prediction models with performance guarantees	Oct 13, 2021	regression	CodeCode Available	0
Automated Essay Scoring Using Transformer Models	Oct 13, 2021	Automated Essay ScoringBIG-bench Machine Learning	CodeCode Available	1
Analysis of False Data Injection Impact on AI based Solar Photovoltaic Power Generation Forecasting	Oct 12, 2021	regression	—Unverified	0
Robust Neural Regression via Uncertainty Learning	Oct 12, 2021	regression	—Unverified	0
Label-Aware Ranked Loss for robust People Counting using Automotive in-cabin Radar	Oct 12, 2021	Metric Learningregression	CodeCode Available	0
Last Iterate Risk Bounds of SGD with Decaying Stepsize for Overparameterized Linear Regression	Oct 12, 2021	regression	—Unverified	0
Synergistic Offline-Online Control Synthesis via Local Gaussian Process Regression	Oct 11, 2021	regression	—Unverified	0
Disturbing Target Values for Neural Network Regularization	Oct 11, 2021	L2 Regularizationregression	CodeCode Available	0
Universal Adversarial Attacks on Neural Networks for Power Allocation in a Massive MIMO System	Oct 10, 2021	regression	—Unverified	0
Modeling of Pan Evaporation Based on the Development of Machine Learning Methods	Oct 10, 2021	BIG-bench Machine LearningManagement	—Unverified	0
X-model: Improving Data Efficiency in Deep Learning with A Minimax Model	Oct 9, 2021	Age Estimationmodel	—Unverified	0
Fair Regression under Sample Selection Bias	Oct 8, 2021	AttributeFairness	—Unverified	0
The Eigenlearning Framework: A Conservation Law Perspective on Kernel Regression and Wide Neural Networks	Oct 8, 2021	Adversarial RobustnessInductive Bias	CodeCode Available	1
Mixability made efficient: Fast online multiclass logistic regression	Oct 8, 2021	regression	—Unverified	0
Investigating Growth at Risk Using a Multi-country Non-parametric Quantile Factor Model	Oct 7, 2021	regression	—Unverified	0
Time Series Forecasting Using Manifold Learning	Oct 7, 2021	EEGElectroencephalogram (EEG)	—Unverified	0
Using Contrastive Learning and Pseudolabels to learn representations for Retail Product Image Classification	Oct 7, 2021	ClassificationContrastive Learning	—Unverified	0
A Stochastic Newton Algorithm for Distributed Convex Optimization	Oct 7, 2021	regression	—Unverified	0
Heterogeneous Overdispersed Count Data Regressions via Double Penalized Estimations	Oct 7, 2021	regression	—Unverified	0
RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests	Oct 6, 2021	BIG-bench Machine LearningModel Selection	CodeCode Available	1
Efficient Methods for Online Multiclass Logistic Regression	Oct 6, 2021	regression	—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