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regression

Papers

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Showing 8751–8800 of 9424 papers

TitleStatusHype
Non-Normal Mixtures of ExpertsCode0
Sampling constrained probability distributions using Spherical Augmentation—0
Spectral Analysis of Symmetric and Anti-Symmetric Pairwise Kernels—0
Doubly Decomposing Nonparametric Tensor Regression—0
Feature Selection for Ridge Regression with Provable Guarantees—0
Online Gradient Boosting—0
Latent Regression Bayesian Network for Data Representation—0
Encog: Library of Interchangeable Machine Learning Models for Java and C#—0
Using the Mean Absolute Percentage Error for Regression Models—0
Optimal γ and C for ε-Support Vector Regression with RBF Kernels—0
GAP Safe screening rules for sparse multi-task and multi-class models—0
Mondrian Forests for Large-Scale Regression when Uncertainty MattersCode0
Truthful Linear Regression—0
Convergence Rates of Active Learning for Maximum Likelihood Estimation—0
Robust Regression via Hard Thresholding—0
Face alignment by coarse-to-fine shape searchingCode0
No penalty no tears: Least squares in high-dimensional linear models—0
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep LearningCode1
Classification and regression using an outer approximation projection-gradient method—0
Improved SVRG for Non-Strongly-Convex or Sum-of-Non-Convex ObjectivesCode0
Bayesian optimization for materials designCode0
Classify Images with Conceptor Network—0
PRHLT: Combination of Deep Autoencoders with Classification and Regression Techniques for SemEval-2015 Task 11—0
Lsislif: CRF and Logistic Regression for Opinion Target Extraction and Sentiment Polarity Analysis—0
SWATAC: A Sentiment Analyzer using One-Vs-Rest Logistic Regression—0
SOPA: Random Forests Regression for the Semantic Textual Similarity task—0
INESC-ID: A Regression Model for Large Scale Twitter Sentiment Lexicon Induction—0
USAAR-SHEFFIELD: Semantic Textual Similarity with Deep Regression and Machine Translation Evaluation Metrics—0
CDTDS: Predicting Paraphrases in Twitter via Support Vector Regression—0
Project-Out Cascaded Regression With an Application to Face Alignment—0
Depth and Surface Normal Estimation From Monocular Images Using Regression on Deep Features and Hierarchical CRFs—0
Self Scaled Regularized Robust Regression—0
Random Tree Walk Toward Instantaneous 3D Human Pose Estimation—0
Supervised Descriptor Learning for Multi-Output Regression—0
Video Anomaly Detection and Localization Using Hierarchical Feature Representation and Gaussian Process Regression—0
Fast and Accurate Image Upscaling With Super-Resolution Forests—0
Robust Regression on Image Manifolds for Ordered Label Denoising—0
Subspace Clustering by Mixture of Gaussian Regression—0
Face Alignment Using Cascade Gaussian Process Regression Trees—0
Leveraging Stereo Matching With Learning-Based Confidence Measures—0
Exploiting Uncertainty in Regression Forests for Accurate Camera Relocalization—0
Cascaded Hand Pose Regression—0
Bootstrap Bias Corrections for Ensemble Methods—0
Sufficient Forecasting Using Factor Models—0
Belief Flows of Robust Online Learning—0
Recognition Confidence Analysis of Handwritten Chinese Character with CNN—0
Robust Optimization for Deep RegressionCode0
Deep sparse multi-task learning for feature selection in Alzheimer’s disease diagnosis—0
Weight Uncertainty in Neural NetworksCode1
Variable subset selection via GA and information complexity in mixtures of Poisson and negative binomial regression models—0
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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