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regression

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Showing 6001–6050 of 9424 papers

TitleStatusHype
Time series and machine learning to forecast the water quality from satellite data—0
Measurement Errors as Bad Leverage Points—0
A Numerical Transform of Random Forest Regressors corrects Systematically-Biased Predictions—0
Exploring Gaussian mixture model framework for speaker adaptation of deep neural network acoustic models—0
Self-trained Deep Ordinal Regression for End-to-End Video Anomaly Detection—0
The Elliptical Processes: a Family of Fat-tailed Stochastic Processes—0
Data-driven surrogate modelling and benchmarking for process equipment—0
Experimental Comparison of Semi-parametric, Parametric, and Machine Learning Models for Time-to-Event Analysis Through the Concordance IndexCode0
Multivariate Functional Regression via Nested Reduced-Rank Regularization—0
Short-Term Forecasting of CO2 Emission Intensity in Power Grids by Machine Learning—0
Pursuing Sources of Heterogeneity in Modeling Clustered Population—0
Hierarchical Kinematic Human Mesh Recovery—0
A working likelihood approach to support vector regression with a data-driven insensitivity parameter—0
Impact of Temperature and Relative Humidity on the Transmission of COVID-19: A Modeling Study in China and the United States—0
Novel Radiomic Feature for Survival Prediction of Lung Cancer Patients using Low-Dose CBCT Images—0
Early Response Assessment in Lung Cancer Patients using Spatio-temporal CBCT Images—0
RNN-based Online Learning: An Efficient First-Order Optimization Algorithm with a Convergence Guarantee—0
Causal Interaction Trees: Tree-Based Subgroup Identification for Observational DataCode0
Deep learning for prediction of population health costs—0
Predicting Stock Returns with Batched AROW—0
SLEIPNIR: Deterministic and Provably Accurate Feature Expansion for Gaussian Process Regression with DerivativesCode0
PAC-Bayes meta-learning with implicit task-specific posteriors—0
Optimal Regularization Can Mitigate Double Descent—0
Multiclass classification by sparse multinomial logistic regression—0
Weighted Encoding Based Image Interpolation With Nonlocal Linear Regression Model—0
Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions—0
Nonlinear Functional Output Regression: a Dictionary Approach—0
Regression via Implicit Models and Optimal Transport Cost MinimizationCode0
Pattern Similarity-based Machine Learning Methods for Mid-term Load Forecasting: A Comparative Study—0
Plug & Play Convolutional Regression Tracker for Video Object DetectionCode0
MBGD-RDA Training and Rule Pruning for Concise TSK Fuzzy Regression Models—0
Online Binary Space Partitioning Forests—0
Optimal Feature Manipulation Attacks Against Linear Regression—0
Generating EEG features from Acoustic features—0
Quantile Regularization: Towards Implicit Calibration of Regression Models—0
Machine Learning Models to Predict Inhibition of the Bile Salt Export Pump—0
UKARA 1.0 Challenge Track 1: Automatic Short-Answer Scoring in Bahasa Indonesia—0
An Efficient Method of Training Small Models for Regression Problems with Knowledge Distillation—0
Prediction of adverse events in Afghanistan: regression analysis of time series data grouped not by geographic dependencies—0
How Much Can A Retailer Sell? Sales Forecasting on Tmall—0
Towards new cross-validation-based estimators for Gaussian process regression: efficient adjoint computation of gradients—0
Multi-Attribute Guided Painting Generation—0
Provable Meta-Learning of Linear RepresentationsCode0
The role of regularization in classification of high-dimensional noisy Gaussian mixture—0
A general framework for ensemble distribution distillationCode0
Efficient algorithms for multivariate shape-constrained convex regression problems—0
PrIU: A Provenance-Based Approach for Incrementally Updating Regression Models—0
Understanding and Mitigating the Tradeoff Between Robustness and AccuracyCode0
Biased Stochastic First-Order Methods for Conditional Stochastic Optimization and Applications in Meta Learning—0
Causal Strategic Linear 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