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regression

Papers

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Showing 5901–5950 of 9424 papers

TitleStatusHype
Measurement Errors as Bad Leverage Points—0
Time series and machine learning to forecast the water quality from satellite data—0
Closed-loop Matters: Dual Regression Networks for Single Image Super-ResolutionCode1
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
Experimental Comparison of Semi-parametric, Parametric, and Machine Learning Models for Time-to-Event Analysis Through the Concordance IndexCode0
The Elliptical Processes: a Family of Fat-tailed Stochastic Processes—0
Data-driven surrogate modelling and benchmarking for process equipment—0
On the Arbitrary-Oriented Object Detection: Classification based Approaches RevisitedCode2
Pursuing Sources of Heterogeneity in Modeling Clustered Population—0
Short-Term Forecasting of CO2 Emission Intensity in Power Grids by Machine Learning—0
Multivariate Functional Regression via Nested Reduced-Rank Regularization—0
Impact of Temperature and Relative Humidity on the Transmission of COVID-19: A Modeling Study in China and the United States—0
A working likelihood approach to support vector regression with a data-driven insensitivity parameter—0
Hierarchical Kinematic Human Mesh Recovery—0
Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the WildCode1
Multivariate Boosted Trees and Applications to Forecasting and ControlCode1
Early Response Assessment in Lung Cancer Patients using Spatio-temporal CBCT Images—0
Novel Radiomic Feature for Survival Prediction of Lung Cancer Patients using Low-Dose 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
PAC-Bayes meta-learning with implicit task-specific posteriors—0
Flexible Bayesian Nonlinear Model ConfigurationCode1
SLEIPNIR: Deterministic and Provably Accurate Feature Expansion for Gaussian Process Regression with DerivativesCode0
Event-Based Angular Velocity Regression with Spiking NetworksCode1
Weighted Encoding Based Image Interpolation With Nonlocal Linear Regression Model—0
Multiclass classification by sparse multinomial logistic regression—0
Optimal Regularization Can Mitigate Double Descent—0
Pattern Similarity-based Machine Learning Methods for Mid-term Load Forecasting: A Comparative Study—0
Regression via Implicit Models and Optimal Transport Cost MinimizationCode0
Nonlinear Functional Output Regression: a Dictionary Approach—0
Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions—0
ML4Chem: A Machine Learning Package for Chemistry and Materials ScienceCode1
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
Generating EEG features from Acoustic features—0
Optimal Feature Manipulation Attacks Against Linear Regression—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
Quantile Regularization: Towards Implicit Calibration of Regression Models—0
How Much Can A Retailer Sell? Sales Forecasting on Tmall—0
Prediction of adverse events in Afghanistan: regression analysis of time series data grouped not by geographic dependencies—0
Multi-Attribute Guided Painting Generation—0
PrIU: A Provenance-Based Approach for Incrementally Updating Regression Models—0
Efficient algorithms for multivariate shape-constrained convex regression problems—0
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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