SOTAVerified

regression

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 7151–7200 of 9424 papers

TitleStatusHype
Semiparametrically efficient estimation of the average linear regression function—0
Nonlinear Prediction of Multidimensional Signals via Deep Regression with Applications to Image Coding—0
Regularized Maximum Likelihood Estimation and Feature Selection in Mixtures-of-Experts Models—0
Scaling Gaussian Process Regression with DerivativesCode0
Learning Gaussian Processes by Minimizing PAC-Bayesian Generalization BoundsCode0
Computing Vertex Centrality Measures in Massive Real Networks with a Neural Learning Model—0
Prediction of severity and treatment outcome for ASD from fMRI—0
Sparse Logistic Regression Learns All Discrete Pairwise Graphical ModelsCode0
Uncertain Trees: Dealing with Uncertain Inputs in Regression Trees—0
Comparing Multilayer Perceptron and Multiple Regression Models for Predicting Energy Use in the Balkans—0
RELF: Robust Regression Extended with Ensemble Loss Function—0
Nuclear Norm Regularized Estimation of Panel Regression Models—0
A Continuous-Time View of Early Stopping for Least Squares—0
Smoothed Online Optimization for Regression and Control—0
Axiomatic Interpretability for Multiclass Additive ModelsCode0
Ensemble Method for Censored Demand Prediction—0
Scaling Up Cartesian Genetic Programming through Preferential Selection of Larger Solutions—0
A Regressive Convolution Neural network and Support Vector Regression Model for Electricity Consumption ForecastingCode0
Condition Number Analysis of Logistic Regression, and its Implications for Standard First-Order Solution Methods—0
Nonlinear integro-differential operator regression with neural networks—0
Dictionary Learning Phase Retrieval from Noisy Diffraction Patterns—0
Quantile Regression Under Memory Constraint—0
Robust Sparse Reduced Rank Regression in High Dimensions—0
Good Initializations of Variational Bayes for Deep Models—0
Deep Diabetologist: Learning to Prescribe Hyperglycemia Medications with Hierarchical Recurrent Neural Networks—0
Graphical Convergence of Subgradients in Nonconvex Optimization and Learning—0
Hyper-Process Model: A Zero-Shot Learning algorithm for Regression Problems based on Shape AnalysisCode0
Hunting for Discriminatory Proxies in Linear Regression ModelsCode0
Optimally rotated coordinate systems for adaptive least-squares regression on sparse grids—0
Asymptotics for Sketching in Least Squares RegressionCode0
Hybrid Building/Floor Classification and Location Coordinates Regression Using A Single-Input and Multi-Output Deep Neural Network for Large-Scale Indoor Localization Based on Wi-Fi Fingerprinting—0
Regression Based Approach for Measurement of Current in Single-Phase Smart Energy Meter—0
Multi-omic Network Regression: Methodology, Tool and Case Study—0
An algebraic-geometric approach for linear regression without correspondences—0
Global Convergence of EM Algorithm for Mixtures of Two Component Linear Regression—0
ISA^2: Intelligent Speed Adaptation from Appearance—0
A General Framework for Fair Regression—0
Task Runtime Prediction in Scientific Workflows Using an Online Incremental Learning Approach—0
Principal component-guided sparse regression—0
Deep learning with differential Gaussian process flowsCode0
SNAP: A semismooth Newton algorithm for pathwise optimization with optimal local convergence rate and oracle properties—0
Deep clustering: On the link between discriminative models and K-meansCode0
A Unified Dynamic Approach to Sparse Model Selection—0
Fast Context Adaptation via Meta-LearningCode1
Robust 6D Object Pose Estimation in Cluttered Scenes using Semantic Segmentation and Pose Regression Networks—0
On LASSO for Predictive Regression—0
High-Dimensional Poisson DAG Model Learning Using _1-Regularized Regression—0
Statistical Optimality of Interpolated Nearest Neighbor Algorithms—0
Leave-one-out least squares Monte Carlo algorithm for pricing Bermudan options—0
Optimal Learning with Anisotropic Gaussian SVMs—0
Show:102550
← PrevPage 144 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