SOTAVerified

regression

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 7551–7600 of 9424 papers

TitleStatusHype
Learning how to be robust: Deep polynomial regression—0
Deep Embedding Kernel—0
SPSA-FSR: Simultaneous Perturbation Stochastic Approximation for Feature Selection and RankingCode0
RFCDE: Random Forests for Conditional Density EstimationCode0
Adaptivity for Regularized Kernel Methods by Lepskii's Principle—0
Fusion of hyperspectral and ground penetrating radar to estimate soil moistureCode0
Language Recognition using Time Delay Deep Neural Network—0
CNN-based Landmark Detection in Cardiac CTA Scans—0
A Compact Network Learning Model for Distribution Regression—0
An Note on Why Geographically Weighted Regression Overcomes Multidimensional-Kernel-Based Varying-Coefficient Model—0
Explicit Heston Solutions and Stochastic Approximation for Path-dependent Option Pricing—0
Fast Gaussian Process Based Gradient Matching for Parameter Identification in Systems of Nonlinear ODEsCode0
Dynamic Multivariate Functional Data Modeling via Sparse Subspace Learning—0
Moving Beyond Sub-Gaussianity in High-Dimensional Statistics: Applications in Covariance Estimation and Linear Regression—0
Facial Aging and Rejuvenation by Conditional Multi-Adversarial Autoencoder with Ordinal Regression—0
Simultaneous Mean-Variance RegressionCode0
Gaussian Process Uncertainty in Age Estimation as a Measure of Brain Abnormality—0
Evaluating Hospital Case Cost Prediction Models Using Azure Machine Learning Studio—0
Adaptive distributed methods under communication constraints—0
Stochastic EM for Shuffled Linear Regression—0
Financial Aspect and Sentiment Predictions with Deep Neural Networks: An Ensemble Approach—0
Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression LearningCode0
Probabilistic Formulations of Regression with Mixed GuidanceCode0
Simulation Methods for Stochastic Storage Problems: A Statistical Learning Perspective—0
An Empirical Analysis of Constrained Support Vector Quantile Regression for Nonparametric Probabilistic Forecasting of Wind Power—0
Structural Risk Minimization for C^1,1(R^d) Regression—0
Dihedral angle prediction using generative adversarial networks—0
Performance evaluation and hyperparameter tuning of statistical and machine-learning models using spatial dataCode0
AI Blue Book: Vehicle Price Prediction using Visual FeaturesCode0
Semi-supervised learning for structured regression on partially observed attributed graphs—0
A Study of Clustering Techniques and Hierarchical Matrix Formats for Kernel Ridge Regression—0
A Decision Tree Approach to Predicting Recidivism in Domestic Violence—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
Determinantal Point Processes for CoresetsCode0
Optimizing the Trade-off between Single-Stage and Two-Stage Object Detectors using Image Difficulty Prediction—0
Opposite neighborhood: a new method to select reference points of minimal learning machinesCode0
A Comprehensive Analysis of Deep RegressionCode1
Demystifying Deep Learning: A Geometric Approach to Iterative Projections—0
Incremental Learning-to-Learn with Statistical Guarantees—0
Seglearn: A Python Package for Learning Sequences and Time SeriesCode0
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression NetworkCode1
Sparse Reduced Rank Regression With Nonconvex Regularization—0
Transferring Rich Deep Features for Facial Beauty PredictionCode0
UnibucKernel: A kernel-based learning method for complex word identification—0
Graph-based regularization for regression problems with alignment and highly-correlated designs—0
Risk and parameter convergence of logistic regression—0
Show:102550
← PrevPage 152 of 189Next →
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