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regression

Papers

Showing 85018550 of 9424 papers

TitleStatusHype
Universum Learning for SVM Regression0
PAC-Bayesian Theory Meets Bayesian Inference0
Local Region Sparse Learning for Image-on-Scalar Regression0
How priors of initial hyperparameters affect Gaussian process regression models0
Efficient Distributed Learning with Sparsity0
On Fast Convergence of Proximal Algorithms for SQRT-Lasso Optimization: Don't Worry About Its Nonsmooth Loss Function0
High resolution neural connectivity from incomplete tracing data using nonnegative spline regressionCode0
Kernel-based Reconstruction of Graph Signals0
Collaborative Filtering with Side Information: a Gaussian Process Perspective0
Regression with n1 by Expert Knowledge Elicitation0
Coresets for Scalable Bayesian Logistic RegressionCode0
Piece-wise quadratic approximations of arbitrary error functions for fast and robust machine learning0
Online Algorithms For Parameter Mean And Variance Estimation In Dynamic Regression Models0
Tweet Acts: A Speech Act Classifier for Twitter0
Structured Prediction of 3D Human Pose with Deep Neural Networks0
Wavelet Scattering Regression of Quantum Chemical EnergiesCode0
Crowd Counting Considering Network Flow Constraints in Videos0
High dimensional thresholded regression and shrinkage effect0
Interaction pursuit in high-dimensional multi-response regression via distance correlation0
Mean Absolute Percentage Error for regression models0
Predicting Performance on MOOC Assessments using Multi-Regression Models0
A Bayesian Group Sparse Multi-Task Regression Model for Imaging Genetics0
Recurrent Convolutional Neural Network Regression for Continuous Pain Intensity Estimation in Video0
Forecasting Emerging Trends from Scientific Literature0
Specialising Paragraph Vectors for Text Polarity Detection0
Assessing the Prosody of Non-Native Speakers of English: Measures and Feature Sets0
3D Keypoint Detection Based on Deep Neural Network with Sparse Autoencoder0
Local Uncertainty Sampling for Large-Scale Multi-Class Logistic Regression0
UBL: an R package for Utility-based Learning0
Modern Physiognomy: An Investigation on Predicting Personality Traits and Intelligence from the Human Face0
Learning Local Dependence In Ordered Data0
Robust and Sparse Regression via γ-divergence0
Synthetic Data for Text Localisation in Natural ImagesCode0
Approximation Vector Machines for Large-scale Online LearningCode0
Online Human Action Detection using Joint Classification-Regression Recurrent Neural NetworksCode0
DS-MLR: Exploiting Double Separability for Scaling up Distributed Multinomial Logistic RegressionCode0
Bayesian linear regression with Student-t assumptions0
Distribution-Free Predictive Inference For RegressionCode0
M3: Scaling Up Machine Learning via Memory Mapping0
Direction matters: hand pose estimation from local surface normals0
Learning to Track at 100 FPS with Deep Regression NetworksCode0
Fast methods for training Gaussian processes on large data sets0
Negative Learning Rates and P-Learning0
Regularization Parameter Selection for a Bayesian Multi-Level Group Lasso Regression Model with Application to Imaging Genomics0
Learning Hough Regression Models via Bridge Partial Least Squares for Object Detection0
Classifying Syntactic Regularities for Hundreds of Languages0
On kernel methods for covariates that are rankings0
Localized Lasso for High-Dimensional Regression0
Convex block-sparse linear regression with expanders -- provably0
Fast DPP Sampling for Nyström with Application to Kernel Methods0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified