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regression

Papers

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Showing 5201–5250 of 9424 papers

TitleStatusHype
Chernoff Sampling for Active Testing and Extension to Active Regression—0
A t-SNE Based Classification Approach to Compositional Microbiome Data—0
Noisy Linear Convergence of Stochastic Gradient Descent for CV@R Statistical Learning under Polyak-Łojasiewicz Conditions—0
Feature Selection for Learning to Predict Outcomes of Compute Cluster Jobs with Application to Decision Support—0
A random shuffle method to expand a narrow dataset and overcome the associated challenges in a clinical study: a heart failure cohort exampleCode0
Outlier-robust sparse/low-rank least-squares regression and robust matrix completionCode0
Learning Symbolic Expressions via Gumbel-Max Equation Learner Networks—0
Synergistic Integration of Optical and Microwave Satellite Data for Crop Yield Estimation—0
Structured learning of rigid-body dynamics: A survey and unified view from a robotics perspective—0
Autoencoding Slow Representations for Semi-supervised Data Efficient Regression—0
Price Suggestion for Online Second-hand Items with Texts and Images—0
Nonlinear Regression with a Convolutional Encoder-Decoder for Remote Monitoring of Surface Electrocardiograms—0
3D Bounding Box Detection in Volumetric Medical Image Data: A Systematic Literature Review—0
Stochastic Damped L-BFGS with Controlled Norm of the Hessian Approximation—0
Improving healthcare access management by predicting patient no-show behaviourCode0
Vision-based Price Suggestion for Online Second-hand Items—0
Spatial noise-aware temperature retrieval from infrared sounder data—0
Warped Gaussian Processes in Remote Sensing Parameter Estimation and Causal Inference—0
Predicting Individual Substance Abuse Vulnerability using Machine Learning Techniques—0
Consistent regression of biophysical parameters with kernel methods—0
Retrieval of Case 2 Water Quality Parameters with Machine LearningCode0
On the existence of the maximum likelihood estimate and convergence rate under gradient descent for multi-class logistic regression—0
Estimation of the Mean Function of Functional Data via Deep Neural Networks—0
Interpretable deep learning regression for breast density estimation on MRI—0
Insurance valuation: A two-step generalised regression approach—0
Study on the Assessment of the Quality of Experience of Streaming VideoCode0
Meta Ordinal Regression Forest For Learning with Unsure Lung Nodules—0
Nonlinear Distribution Regression for Remote Sensing Applications—0
Retrieval of aboveground crop nitrogen content with a hybrid machine learning method—0
Computing flood probabilities using Twitter: application to the Houston urban area during Harvey—0
Physics-Aware Gaussian Processes in Remote Sensing—0
Emulation as an Accurate Alternative to Interpolation in Sampling Radiative Transfer Codes—0
Causal Inference in Geosciences with Kernel Sensitivity Maps—0
Causal Inference in Geoscience and Remote Sensing from Observational Data—0
Spectral band selection for vegetation properties retrieval using Gaussian processes regression—0
A Variant of Gradient Descent Algorithm Based on Gradient Averaging—0
Asymmetric uncertainty : Nowcasting using skewness in real-time data—0
Model-Agnostic Learning to Meta-Learn—0
Online Forgetting Process for Linear Regression Models—0
Linear Regression Evaluation of Search Engine Automatic Search Performance Based on Hadoop and R—0
A Gaussian Process-based Price-Amount Curve Construction for Demand Response Provided by Internet Data Centers—0
Explanation Regeneration via Multi-Hop ILP Inference over Knowledge Base—0
Buhscitu at SemEval-2020 Task 7: Assessing Humour in Edited News Headlines Using Hand-Crafted Features and Online Knowledge Bases—0
Transformer Models for Drug Adverse Effects Detection from Tweets—0
Transfer learning to enhance amenorrhea status prediction in cancer and fertility data with missing values—0
Smash at SemEval-2020 Task 7: Optimizing the Hyperparameters of ERNIE 2.0 for Humor Ranking and Rating—0
Smooth And Consistent Probabilistic Regression Trees—0
SO at SemEval-2020 Task 7: DeepPavlov Logistic Regression with BERT Embeddings vs SVR at Funniness Evaluation—0
LTG-ST at NADI Shared Task 1: Arabic Dialect Identification using a Stacking Classifier—0
A convex optimization formulation for multivariate regression—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