regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 8701–8750 of 9424 papers

Title	Date	Tasks	Status	Hype
Poisson Subsampling Algorithms for Large Sample Linear Regression in Massive Data	Sep 7, 2015	regression	—Unverified	0
Theoretical and Experimental Analyses of Tensor-Based Regression and Classification	Sep 6, 2015	ClassificationGeneral Classification	—Unverified	0
l1-norm Penalized Orthogonal Forward Regression	Sep 4, 2015	regression	—Unverified	0
Feature-Rich Two-Stage Logistic Regression for Monolingual Alignment	Sep 1, 2015	Machine TranslationNatural Language Inference	—Unverified	0
Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression	Sep 1, 2015	Automated Essay ScoringDomain Adaptation	—Unverified	0
Online Supervised Subspace Tracking	Sep 1, 2015	Dimensionality Reductionregression	—Unverified	0
X-TREPAN: a multi class regression and adapted extraction of comprehensible decision tree in artificial neural networks	Aug 30, 2015	General Classificationregression	—Unverified	0
A Comparison Between Decision Trees and Decision Tree Forest Models for Software Development Effort Estimation	Aug 28, 2015	regression	—Unverified	0
Designating market maker behaviour in Limit Order Book markets	Aug 18, 2015	regression	—Unverified	0
Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo	Aug 18, 2015	GPRregression	CodeCode Available	0
ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R	Aug 18, 2015	General Classificationregression	CodeCode Available	1
RCR: Robust Compound Regression for Robust Estimation of Errors-in-Variables Model	Aug 12, 2015	regression	CodeCode Available	0
Bayesian Dropout	Aug 12, 2015	regression	—Unverified	0
Model-based SIR for dimension reduction	Aug 10, 2015	Dimensionality ReductionGeneral Classification	—Unverified	0
Primal-Dual Active-Set Methods for Isotonic Regression and Trend Filtering	Aug 10, 2015	regression	—Unverified	0
The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed Integer Linear Optimization	Aug 8, 2015	regressionVariable Selection	—Unverified	0
Bayesian Approximate Kernel Regression with Variable Selection	Aug 5, 2015	Binary Classificationregression	CodeCode Available	0
Bayesian mixtures of spatial spline regressions	Aug 4, 2015	ClusteringDensity Estimation	—Unverified	0
Zero-Shot Domain Adaptation via Kernel Regression on the Grassmannian	Jul 28, 2015	Domain Adaptationregression	—Unverified	0
Online Censoring for Large-Scale Regressions with Application to Streaming Big Data	Jul 27, 2015	Dimensionality Reductionregression	—Unverified	0
Real-time 2D/3D Registration via CNN Regression	Jul 27, 2015	Computational Efficiencyregression	—Unverified	0
Optimal Learning Rates for Localized SVMs	Jul 23, 2015	regression	—Unverified	0
Rule Of Thumb: Deep derotation for improved fingertip detection	Jul 21, 2015	Fingertip DetectionGeneral Classification	—Unverified	0
A statistical perspective of sampling scores for linear regression	Jul 21, 2015	regression	—Unverified	0
Linear Inverse Problems with Norm and Sparsity Constraints	Jul 20, 2015	Combinatorial Optimizationregression	—Unverified	0
Canonical Correlation Forests	Jul 20, 2015	General Classificationregression	CodeCode Available	0
Fast Sparse Least-Squares Regression with Non-Asymptotic Guarantees	Jul 18, 2015	regression	—Unverified	0
The Mondrian Process for Machine Learning	Jul 18, 2015	BIG-bench Machine Learningregression	CodeCode Available	0
FRULER: Fuzzy Rule Learning through Evolution for Regression	Jul 17, 2015	regression	—Unverified	0
Recursive Sparse Point Process Regression with Application to Spectrotemporal Receptive Field Plasticity Analysis	Jul 16, 2015	compressed sensingregression	—Unverified	0
An SVM-like Approach for Expectile Regression	Jul 14, 2015	regression	—Unverified	0
Scatter Matrix Concordance: A Diagnostic for Regressions on Subsets of Data	Jul 12, 2015	Computational EfficiencyDiagnostic	—Unverified	0
Homotopy Continuation Approaches for Robust SV Classification and Regression	Jul 12, 2015	ClassificationGeneral Classification	—Unverified	0
Best Subset Selection via a Modern Optimization Lens	Jul 11, 2015	regressionSparse Learning	—Unverified	0
High-Dimensional Asymptotics of Prediction: Ridge Regression and Classification	Jul 10, 2015	ClassificationGeneral Classification	CodeCode Available	0
Intrinsic Non-stationary Covariance Function for Climate Modeling	Jul 9, 2015	regression	—Unverified	0
Differentially Private Ordinary Least Squares	Jul 9, 2015	Attributeregression	—Unverified	0
Optimal approximate matrix product in terms of stable rank	Jul 8, 2015	ClusteringDimensionality Reduction	—Unverified	0
Semiblind Hyperspectral Unmixing in the Presence of Spectral Library Mismatches	Jul 7, 2015	Hyperspectral Unmixingregression	—Unverified	0
Developing Postfix-GP Framework for Symbolic Regression Problems	Jul 7, 2015	regressionSymbolic Regression	—Unverified	0
Convex Factorization Machine for Regression	Jul 4, 2015	regression	CodeCode Available	0
Ridge Regression, Hubness, and Zero-Shot Learning	Jul 3, 2015	regressionZero-Shot Learning	—Unverified	0
Fast, Provable Algorithms for Isotonic Regression in all _p-norms	Jul 2, 2015	Allregression	CodeCode Available	0
Non-Linear Text Regression with a Deep Convolutional Neural Network	Jul 1, 2015	Feature EngineeringLanguage Modelling	—Unverified	0
Portfolio optimization using local linear regression ensembles in RapidMiner	Jun 29, 2015	Portfolio Optimizationregression	—Unverified	0
Statistical Inference using the Morse-Smale Complex	Jun 29, 2015	ClusteringDensity Estimation	CodeCode Available	0
Convolutional networks and learning invariant to homogeneous multiplicative scalings	Jun 26, 2015	ClassificationGeneral Classification	—Unverified	0
AttentionNet: Aggregating Weak Directions for Accurate Object Detection	Jun 25, 2015	General ClassificationHuman Detection	—Unverified	0
Objective Variables for Probabilistic Revenue Maximization in Second-Price Auctions with Reserve	Jun 24, 2015	Decision Makingregression	—Unverified	0
GEFCOM 2014 - Probabilistic Electricity Price Forecasting	Jun 23, 2015	regressionTime Series	—Unverified	0

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All datasets California Housing Prices Concrete Compressive Strength Medical Cost Personal Dataset Synthetic: y = x * sin x ADORE Car_Price_Prediction

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.79	—	Unverified
2	Baseline Regression	R2 Score	0.58	—	Unverified
3	Mimic / Surrogate	R2 Score	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.86	—	Unverified
2	Baseline Regression	R2 Score	0.59	—	Unverified
3	Mimic / Surrogate	R2 Score	0.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.87	—	Unverified
2	Baseline Regression	R2 Score	0.78	—	Unverified
3	Mimic / Surrogate	R2 Score	0.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.98	—	Unverified
2	Baseline Regression	R2 Score	-0.01	—	Unverified
3	Mimic / Surrogate	R2 Score	-0.01	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XGBoost-MACCS	micro-averaged RMSE	0.93	—	Unverified
2	RF-ToxPrint	chemical macro-average RMSE	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Linear and Decision Tree Regression	R Squared	86.84	—	Unverified