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regression

Papers

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Showing 5351–5400 of 9424 papers

TitleStatusHype
Wasserstein-based fairness interpretability framework for machine learning models—0
Curse of Small Sample Size in Forecasting of the Active Cases in COVID-19 Outbreak—0
Sparse Approximate Solutions to Max-Plus Equations with Application to Multivariate Convex Regression—0
Fault Location Estimation by Using Machine Learning Methods in Mixed Transmission Lines—0
Beyond Marginal Uncertainty: How Accurately can Bayesian Regression Models Estimate Posterior Predictive Correlations?Code0
Bias correction for quantile regression estimators—0
QMUL-SDS @ DIACR-Ita: Evaluating Unsupervised Diachronic Lexical Semantics Classification in Italian—0
Probing Multilingual BERT for Genetic and Typological Signals—0
A Follow-the-Leader Strategy using Hierarchical Deep Neural Networks with Grouped Convolutions—0
Gradient-Based Empirical Risk Minimization using Local Polynomial Regression—0
Kernel Two-Dimensional Ridge Regression for Subspace Clustering—0
Graph Enhanced High Dimensional Kernel Regression—0
Support estimation in high-dimensional heteroscedastic mean regression—0
The Aleatoric Uncertainty Estimation Using a Separate Formulation with Virtual Residuals—0
Generating Unobserved Alternatives—0
Deep tree-ensembles for multi-output prediction—0
Ridge regression with adaptive additive rectangles and other piecewise functional templates—0
Multi-Task Learning for Calorie Prediction on a Novel Large-Scale Recipe Dataset Enriched with Nutritional Information—0
A better method to enforce monotonic constraints in regression and classification trees—0
Coresets for Regressions with Panel DataCode0
TMUOU Submission for WMT20 Quality Estimation Shared Task—0
Guessing the Age of Acquisition of Italian Lemmas through Linear Regression—0
Differentially Private Bayesian Inference for Generalized Linear Models—0
Mixed--frequency quantile regressions to forecast Value--at--Risk and Expected Shortfall—0
Enhancing Automated Essay Scoring Performance via Fine-tuning Pre-trained Language Models with Combination of Regression and Ranking—0
Team MLU@CL-SciSumm20: Methods for Computational Linguistics Scientific Citation Linkage—0
Strongly universally consistent nonparametric regression and classification with privatised data—0
DL-Reg: A Deep Learning Regularization Technique using Linear RegressionCode0
A Distribution-Dependent Analysis of Meta-Learning—0
On the rate of convergence of a deep recurrent neural network estimate in a regression problem with dependent data—0
Adapting Neural Networks for Uplift Models—0
Dataset Meta-Learning from Kernel Ridge-Regression—0
Measure Inducing Classification and Regression Trees for Functional Data—0
Identifying Exoplanets with Deep Learning. IV. Removing Stellar Activity Signals from Radial Velocity Measurements Using Neural NetworksCode0
Deep Hurdle Networks for Zero-Inflated Multi-Target Regression: Application to Multiple Species Abundance Estimation—0
View selection in multi-view stacking: Choosing the meta-learner—0
Exploring Generative Adversarial Networks for Image-to-Image Translation in STEM SimulationCode0
An Exact Solution Path Algorithm for SLOPE and Quasi-Spherical OSCAR—0
Compensating data shortages in manufacturing with monotonicity knowledge—0
Modern strategies for time series regression—0
How Many Pages? Paper Length Prediction from the MetadataCode0
On Learning Continuous Pairwise Markov Random Fields—0
Sparse Symmetric Tensor Regression for Functional Connectivity Analysis—0
Deep DA for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labeled Videos—0
Comparison Analysis of Tree Based and Ensembled Regression Algorithms for Traffic Accident Severity Prediction—0
Stereo Frustums: A Siamese Pipeline for 3D Object Detection—0
A robust low data solution: dimension prediction of semiconductor nanorods—0
Federated Learning From Big Data Over NetworksCode0
Optimal Importance Sampling for Federated Learning—0
Learning Fast Approximations of Sparse Nonlinear RegressionCode0
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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