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regression

Papers

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Showing 6151–6200 of 9424 papers

TitleStatusHype
Projection based Active Gaussian Process Regression for Pareto Front Modeling—0
Scalable Bid Landscape Forecasting in Real-time Bidding—0
Data-Driven Permanent Magnet Temperature Estimation in Synchronous Motors with Supervised Machine Learning—0
Machine learning for total cloud cover prediction—0
Recovering Network Structure from Aggregated Relational Data using Penalized RegressionCode0
Support recovery and sup-norm convergence rates for sparse pivotal estimation—0
Extreme Regression for Dynamic Search Advertising—0
Private Machine Learning via Randomised Response—0
Robust Gaussian Process Regression with a Bias Model—0
Unsupervised Pool-Based Active Learning for Linear RegressionCode0
Learning Overlapping Representations for the Estimation of Individualized Treatment Effects—0
Radial Based Analysis of GRNN in Non-Textured Image InpaintingCode0
Review of Probability Distributions for Modeling Count Data—0
Multi-layer Optimizations for End-to-End Data Analytics—0
Stock Price Prediction Using Convolutional Neural Networks on a Multivariate Timeseries—0
Choosing the Sample with Lowest Loss makes SGD RobustCode0
Objects detection for remote sensing images based on polar coordinates—0
Non-Parametric Learning of Lifted Restricted Boltzmann Machines—0
Secure multiparty computations in floating-point arithmetic—0
Censored Quantile Regression Forest—0
Machine-learning classifiers for logographic name matching in public health applications: approaches for incorporating phonetic, visual, and keystroke similarity in large-scale probabilistic record linkage—0
A semi-supervised learning framework for quantitative structure-activity regression modelling—0
Exploiting Event Cameras for Spatio-Temporal Prediction of Fast-Changing Trajectories—0
Forecasting Bitcoin closing price series using linear regression and neural networks models—0
Robust Self-Supervised Learning of Deterministic Errors in Single-Plane (Monoplanar) and Dual-Plane (Biplanar) X-ray Fluoroscopy—0
Question Type Classification Methods Comparison—0
Classical and quantum regression analysis for the optoelectronic performance of NTCDA/p-Si UV photodiodeCode0
Online Convex Optimization in the Random Order Model—0
Residual Block-based Multi-Label Classification and Localization Network with Integral Regression for Vertebrae Labeling—0
Optimal Estimator for Unlabeled Linear Regression—0
Acceleration through spectral density estimation—0
Healing Gaussian Process Experts—0
Fast OSCAR and OWL with Safe Screening Rules—0
Boosted Histogram Transform for Regression—0
Safe screening rules for L0-regression—0
One-shot Distributed Ridge Regression in High Dimensions—0
Smaller, more accurate regression forests using tree alternating optimization—0
Uniform Convergence of Rank-weighted Learning—0
Sparse Shrunk Additive Models—0
Simplicial Complex Networks—0
On Semi-parametric Inference for BART—0
Quantile Causal DiscoveryCode0
Unseen Face Presentation Attack Detection Using Class-Specific Sparse One-Class Multiple Kernel Fusion Regression—0
Approximate Inference for Fully Bayesian Gaussian Process RegressionCode0
Randomly Projected Additive Gaussian Processes for RegressionCode0
Conditional Correlations and Principal Regression Analysis for Futures—0
Fast Generalized Matrix Regression with Applications in Machine Learning—0
Minimax Semiparametric Learning With Approximate Sparsity—0
W-PoseNet: Dense Correspondence Regularized Pixel Pair Pose Regression—0
One-Class Classification by Ensembles of Regression models -- a detailed studyCode0
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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