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regression

Papers

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Showing 9251–9300 of 9424 papers

TitleStatusHype
Feature vector regularization in machine learning—0
Macro-Economic Time Series Modeling and Interaction Networks—0
Lossy Compression via Sparse Linear Regression: Computationally Efficient Encoding and Decoding—0
Pointwise Tracking the Optimal Regression Function—0
Projection Retrieval for Classification—0
Multiple Operator-valued Kernel Learning—0
Extractive Multi-Document Summarization with Integer Linear Programming and Support Vector Regression—0
Context-Sensitive Decision Forests for Object Detection—0
High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer's Disease Progression Prediction—0
Multiplicative Forests for Continuous-Time Processes—0
Gradient Weights help Nonparametric Regressors—0
Simultaneously Leveraging Output and Task Structures for Multiple-Output Regression—0
Learning curves for multi-task Gaussian process regression—0
Fully Bayesian inference for neural models with negative-binomial spiking—0
Max-Margin Structured Output Regression for Spatio-Temporal Action Localization—0
Nonparametric Reduced Rank Regression—0
A Polynomial-time Form of Robust Regression—0
Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression—0
A Marginalized Particle Gaussian Process Regression—0
Understanding the Performance of Statistical MT Systems: A Linear Regression Framework—0
Selecting Diverse Features via Spectral Regularization—0
Supervised Learning with Similarity Functions—0
Semi-Supervised Domain Adaptation with Non-Parametric Copulas—0
A Geometric take on Metric Learning—0
Multi-Target Regression via Input Space Expansion: Treating Targets as Inputs—0
Random Projections for Linear Support Vector Machines—0
Physics constrained nonlinear regression models for time seriesCode0
K-Plane Regression—0
Randomized Dimension Reduction on Massive Data—0
Random walk kernels and learning curves for Gaussian process regression on random graphs—0
The complexity of learning halfspaces using generalized linear methods—0
Laplace approximation for logistic Gaussian process density estimation and regressionCode0
Venn-Abers predictorsCode0
Strong oracle optimality of folded concave penalized estimation—0
Mixture model for designs in high dimensional regression and the LASSO—0
Bayesian Analysis for miRNA and mRNA Interactions Using Expression Data—0
An efficient model-free estimation of multiclass conditional probability—0
Regression trees for longitudinal and multiresponse data—0
Efficient Regularized Least-Squares Algorithms for Conditional Ranking on Relational Data—0
Comunication-Efficient Algorithms for Statistical Optimization—0
Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors—0
Consistent selection of tuning parameters via variable selection stability—0
Sharp analysis of low-rank kernel matrix approximations—0
Gaussian process regression as a predictive model for Quality-of-Service in Web service systems—0
The Fast Cauchy Transform and Faster Robust Linear Regression—0
Higher-Order Partial Least Squares (HOPLS): A Generalized Multi-Linear Regression MethodCode0
A Regression-based Approach to Modeling Addressee Backchannels—0
Probabilistic Finite State Machines for Regression-based MT Evaluation—0
DeepPurple: Estimating Sentence Semantic Similarity using N-gram Regression Models and Web Snippets—0
UNITOR: Combining Semantic Text Similarity functions through SV 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