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regression

Papers

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Showing 3251–3300 of 9424 papers

TitleStatusHype
Deep Learning based Multiple Regression to Predict Total Column Water Vapor (TCWV) from Physical Parameters in West Africa by using Keras Library—0
Exploring hyperelastic material model discovery for human brain cortex: multivariate analysis vs. artificial neural network approaches—0
Censored Quantile Regression with Many Controls—0
Exploring Speech Pattern Disorders in Autism using Machine Learning—0
Exploring the Emotional Landscape of Music: An Analysis of Valence Trends and Genre Variations in Spotify Music Data—0
Exploring the Links between the Fundamental Lemma and Kernel Regression—0
A Unified Approach to Extract Interpretable Rules from Tree Ensembles via Integer Programming—0
Exploring the Unfairness of DP-SGD Across Settings—0
Deep-Learning based Motion Correction for Myocardial T1 Mapping—0
Exploring Topic-Metadata Relationships with the STM: A Bayesian Approach—0
Deep Learning-Based Least Square Forward-Backward Stochastic Differential Equation Solver for High-Dimensional Derivative Pricing—0
Exploring Variability in Fine-Tuned Models for Text Classification with DistilBERT—0
A Unified Approach to Controlling Implicit Regularization via Mirror Descent—0
Fast Inference for Quantile Regression with Tens of Millions of Observations—0
Expressive Symbolic Regression for Interpretable Models of Discrete-Time Dynamical Systems—0
ExReg: Wide-range Photo Exposure Correction via a Multi-dimensional Regressor with Attention—0
Extended Graph Assessment Metrics for Graph Neural Networks—0
Extended Linear Regression: A Kalman Filter Approach for Minimizing Loss via Area Under the Curve—0
Extending Deep Learning Models for Limit Order Books to Quantile Regression—0
Extending Explainable Ensemble Trees (E2Tree) to regression contexts—0
Extending the Universal Approximation Theorem for a Broad Class of Hypercomplex-Valued Neural Networks—0
Extending the Use of MDL for High-Dimensional Problems: Variable Selection, Robust Fitting, and Additive Modeling—0
Deep Learning-Based Image Recovery and Pose Estimation for Resident Space Objects—0
Extracting Epistatic Interactions in Type 2 Diabetes Genome-Wide Data Using Stacked Autoencoder—0
Extraction of Heart Rate from PPG Signal: A Machine Learning Approach using Decision Tree Regression Algorithm—0
Extractive Multi-Document Summarization with Integer Linear Programming and Support Vector Regression—0
A Unified Analysis of Multi-task Functional Linear Regression Models with Manifold Constraint and Composite Quadratic Penalty—0
Extrapolating Away from the Cutoff in Regression Discontinuity Designs—0
Deep Learning-based Finite Element Analysis (FEA) surrogate for sub-sea pressure vessel—0
A Novel Cluster Classify Regress Model Predictive Controller Formulation; CCR-MPC—0
Extreme AutoML: Analysis of Classification, Regression, and NLP Performance—0
Consistency of Extreme Learning Machines and Regression under Non-Stationarity and Dependence for ML-Enhanced Moving Objects—0
Extreme Learning Machine for Graph Signal Processing—0
Extreme Regression for Dynamic Search Advertising—0
Extreme Sparse Multinomial Logistic Regression: A Fast and Robust Framework for Hyperspectral Image Classification—0
A Novel Clustering-Based Algorithm for Continuous and Non-invasive Cuff-Less Blood Pressure Estimation—0
A Unified Active Learning Framework for Annotating Graph Data with Application to Software Source Code Performance Prediction—0
Alternative Function Approximation Parameterizations for Solving Games: An Analysis of f-Regression Counterfactual Regret Minimization—0
Face Alignment at 3000 FPS via Regressing Local Binary Features—0
Characterizing Implicit Bias in Terms of Optimization Geometry—0
A Characterization of Multioutput Learnability—0
Face Alignment by Local Deep Descriptor Regression—0
Characterizing Overfitting in Kernel Ridgeless Regression Through the Eigenspectrum—0
Face Alignment Using Cascade Gaussian Process Regression Trees—0
Deep Learning-Based Cyber-Attack Detection Model for Smart Grids—0
Face Detection with a 3D Model—0
Facial age estimation using BSIF and LBP—0
Facial Aging and Rejuvenation by Conditional Multi-Adversarial Autoencoder with Ordinal Regression—0
Facial Feature Point Detection: A Comprehensive Survey—0
Deep Learning Based 3D Point Cloud Regression for Estimating Forest Biomass—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