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regression

Papers

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Showing 8551–8600 of 9424 papers

TitleStatusHype
Generalized support vector regression: duality and tensor-kernel representation—0
A Probabilistic Machine Learning Approach to Detect Industrial Plant Faults—0
Optimal Black-Box Reductions Between Optimization Objectives—0
Reliable Prediction Intervals for Local Linear Regression—0
Bias Correction for Regularized Regression and its Application in Learning with Streaming Data—0
Regression-based Hypergraph Learning for Image Clustering and Classification—0
Online Isotonic Regression—0
Computing AIC for black-box models using Generalised Degrees of Freedom: a comparison with cross-validationCode0
Online Sparse Linear Regression—0
Gaussian Process Regression for Out-of-Sample Extension—0
Classical Statistics and Statistical Learning in Imaging Neuroscience—0
High-Dimensional Metrics in RCode0
Sparse Linear Regression via Generalized Orthogonal Least-Squares—0
Sparse Estimation of Multivariate Poisson Log-Normal Models from Count Data—0
Principal Component Projection Without Principal Component Analysis—0
A Statistical Model for Stroke Outcome Prediction and Treatment Planning—0
Graph Regularized Low Rank Representation for Aerosol Optical Depth Retrieval—0
Higher-Order Low-Rank Regression—0
Spectral Learning for Supervised Topic Models—0
Semi-parametric Order-based Generalized Multivariate Regression—0
Structured Sparse Regression via Greedy Hard-Thresholding—0
Harder, Better, Faster, Stronger Convergence Rates for Least-Squares Regression—0
Large Scale Kernel Learning using Block Coordinate Descent—0
Bayesian generalized fused lasso modeling via NEG distribution—0
DR-ABC: Approximate Bayesian Computation with Kernel-Based Distribution Regression—0
Generalization Properties of Learning with Random FeaturesCode0
Detection of Cooperative Interactions in Logistic Regression Models—0
Mean-Reversion and Optimization—0
Deep Gaussian Processes for Regression using Approximate Expectation Propagation—0
A Universal Approximation Theorem for Mixture of Experts Models—0
Online Active Linear Regression via Thresholding—0
DECOrrelated feature space partitioning for distributed sparse regression—0
Solving Ridge Regression using Sketched Preconditioned SVRG—0
Hyperparameter optimization with approximate gradientCode0
Convex Relaxation Regression: Black-Box Optimization of Smooth Functions by Learning Their Convex Envelopes—0
Fantastic 4 system for NIST 2015 Language Recognition Evaluation—0
Head Pose Estimation of Occluded Faces using Regularized Regression—0
A Spectral Series Approach to High-Dimensional Nonparametric Regression—0
Feature Selection for Regression Problems Based on the Morisita Estimator of Intrinsic Dimension—0
Additive Approximations in High Dimensional Nonparametric Regression via the SALSACode0
Dimensionality Reduction via Regression in Hyperspectral Imagery—0
DOLDA - a regularized supervised topic model for high-dimensional multi-class regressionCode0
Face Alignment by Local Deep Descriptor Regression—0
System Identification through Online Sparse Gaussian Process Regression with Input NoiseCode0
Large-scale Kernel-based Feature Extraction via Budgeted Nonlinear Subspace Tracking—0
Information-theoretic limits of Bayesian network structure learning—0
Recurrent Neural Network Postfilters for Statistical Parametric Speech Synthesis—0
A Robust UCB Scheme for Active Learning in Regression from Strategic Crowds—0
Forecasting Electricity Spot Prices using Lasso: On Capturing the Autoregressive Intraday Structure—0
Divide and Conquer Local Average Regression—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