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regression

Papers

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Showing 7601–7650 of 9424 papers

TitleStatusHype
Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression LearningCode0
Probabilistic Formulations of Regression with Mixed GuidanceCode0
Financial Aspect and Sentiment Predictions with Deep Neural Networks: An Ensemble Approach—0
Simulation Methods for Stochastic Storage Problems: A Statistical Learning Perspective—0
AI Blue Book: Vehicle Price Prediction using Visual FeaturesCode0
Performance evaluation and hyperparameter tuning of statistical and machine-learning models using spatial dataCode0
Structural Risk Minimization for C^1,1(R^d) Regression—0
Dihedral angle prediction using generative adversarial networks—0
An Empirical Analysis of Constrained Support Vector Quantile Regression for Nonparametric Probabilistic Forecasting of Wind Power—0
Semi-supervised learning for structured regression on partially observed attributed graphs—0
A Decision Tree Approach to Predicting Recidivism in Domestic Violence—0
A Study of Clustering Techniques and Hierarchical Matrix Formats for Kernel Ridge Regression—0
Multi-Scale Structure-Aware Network for Human Pose Estimation—0
Privacy-preserving Prediction—0
Real Time Surveillance for Low Resolution and Limited-Data Scenarios: An Image Set Classification Approach—0
MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series ForecastingCode0
Logistic Regression: The Importance of Being Improper—0
Optimizing the Trade-off between Single-Stage and Two-Stage Object Detectors using Image Difficulty Prediction—0
Determinantal Point Processes for CoresetsCode0
Demystifying Deep Learning: A Geometric Approach to Iterative Projections—0
Opposite neighborhood: a new method to select reference points of minimal learning machinesCode0
Incremental Learning-to-Learn with Statistical Guarantees—0
Seglearn: A Python Package for Learning Sequences and Time SeriesCode0
Transferring Rich Deep Features for Facial Beauty PredictionCode0
Risk and parameter convergence of logistic regression—0
Graph-based regularization for regression problems with alignment and highly-correlated designs—0
Semi-Blind Spatially-Variant Deconvolution in Optical Microscopy with Local Point Spread Function Estimation By Use Of Convolutional Neural NetworksCode0
UnibucKernel: A kernel-based learning method for complex word identification—0
Sparse Reduced Rank Regression With Nonconvex Regularization—0
Deja Vu: Motion Prediction in Static ImagesCode0
Optimal link prediction with matrix logistic regression—0
Asymmetric kernel in Gaussian Processes for learning target variance—0
Confounder Detection in High Dimensional Linear Models using First Moments of Spectral Measures—0
Facial Landmarks Detection by Self-Iterative Regression based Landmarks-Attention Network—0
High Dimensional Linear Regression using Lattice Basis Reduction—0
Towards Advanced Phenotypic Mutations in Cartesian Genetic Programming—0
Constant-Time Predictive Distributions for Gaussian ProcessesCode0
Ridge Regression and Provable Deterministic Ridge Leverage Score SamplingCode0
Ridge Regression Estimated Linear Probability Model Predictions of N-glycosylation in Proteins with Structural and Sequence Data—0
Salient Region Segmentation—0
Real-time Deep Pose Estimation with Geodesic Loss for Image-to-Template Rigid Registration—0
Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning—0
Rotation-Sensitive Regression for Oriented Scene Text Detection—0
Improving Object Counting with Heatmap RegulationCode0
Glyph: Symbolic Regression ToolsCode0
Coregionalised Locomotion Envelopes - A Qualitative Approach—0
Low-Rank Boolean Matrix Approximation by Integer Programming—0
Optimal Rates of Sketched-regularized Algorithms for Least-Squares Regression over Hilbert Spaces—0
Multi-kernel Regression For Graph Signal Processing—0
Extreme Learning Machine for Graph Signal Processing—0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79—Unverified
2Baseline RegressionR2 Score0.58—Unverified
3Mimic / SurrogateR2 Score0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86—Unverified
2Baseline RegressionR2 Score0.59—Unverified
3Mimic / SurrogateR2 Score0.58—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87—Unverified
2Baseline RegressionR2 Score0.78—Unverified
3Mimic / SurrogateR2 Score0.78—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98—Unverified
2Baseline RegressionR2 Score-0.01—Unverified
3Mimic / SurrogateR2 Score-0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93—Unverified
2RF-ToxPrintchemical macro-average RMSE0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84—Unverified