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regression

Papers

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Showing 8501–8550 of 9424 papers

TitleStatusHype
Collaborative Filtering with Side Information: a Gaussian Process Perspective—0
Piece-wise quadratic approximations of arbitrary error functions for fast and robust machine learning—0
Regression with n1 by Expert Knowledge Elicitation—0
Coresets for Scalable Bayesian Logistic RegressionCode0
Online Algorithms For Parameter Mean And Variance Estimation In Dynamic Regression Models—0
Structured Prediction of 3D Human Pose with Deep Neural Networks—0
Tweet Acts: A Speech Act Classifier for Twitter—0
Wavelet Scattering Regression of Quantum Chemical EnergiesCode0
Crowd Counting Considering Network Flow Constraints in Videos—0
Interaction pursuit in high-dimensional multi-response regression via distance correlation—0
High dimensional thresholded regression and shrinkage effect—0
Mean Absolute Percentage Error for regression models—0
Predicting Performance on MOOC Assessments using Multi-Regression Models—0
A Bayesian Group Sparse Multi-Task Regression Model for Imaging Genetics—0
Recurrent Convolutional Neural Network Regression for Continuous Pain Intensity Estimation in Video—0
Assessing the Prosody of Non-Native Speakers of English: Measures and Feature Sets—0
Specialising Paragraph Vectors for Text Polarity Detection—0
Forecasting Emerging Trends from Scientific Literature—0
3D Keypoint Detection Based on Deep Neural Network with Sparse Autoencoder—0
Local Uncertainty Sampling for Large-Scale Multi-Class Logistic Regression—0
UBL: an R package for Utility-based Learning—0
Modern Physiognomy: An Investigation on Predicting Personality Traits and Intelligence from the Human Face—0
Learning Local Dependence In Ordered Data—0
Neural Random ForestsCode1
Synthetic Data for Text Localisation in Natural ImagesCode0
Robust and Sparse Regression via γ-divergence—0
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 assumptions—0
Distribution-Free Predictive Inference For RegressionCode0
M3: Scaling Up Machine Learning via Memory Mapping—0
Direction matters: hand pose estimation from local surface normals—0
Learning to Track at 100 FPS with Deep Regression NetworksCode0
Fast methods for training Gaussian processes on large data sets—0
Regularization Parameter Selection for a Bayesian Multi-Level Group Lasso Regression Model with Application to Imaging Genomics—0
Negative Learning Rates and P-Learning—0
Learning Hough Regression Models via Bridge Partial Least Squares for Object Detection—0
Classifying Syntactic Regularities for Hundreds of Languages—0
On kernel methods for covariates that are rankings—0
Localized Lasso for High-Dimensional Regression—0
Convex block-sparse linear regression with expanders -- provably—0
Fast DPP Sampling for Nyström with Application to Kernel Methods—0
A Probabilistic Machine Learning Approach to Detect Industrial Plant Faults—0
Generalized support vector regression: duality and tensor-kernel representation—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
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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