SOTAVerified

regression

Papers

Showing 901950 of 9424 papers

TitleStatusHype
A general framework for ensemble distribution distillationCode0
Evolving Form and Function: Dual-Objective Optimization in Neural Symbolic Regression NetworksCode0
Enhancing Kernel Flexibility via Learning Asymmetric Locally-Adaptive KernelsCode0
Enhancing Symbolic Regression with Quality-Diversity and Physics-Inspired ConstraintsCode0
Experimental Comparison of Semi-parametric, Parametric, and Machine Learning Models for Time-to-Event Analysis Through the Concordance IndexCode0
A probabilistic and multi-objective analysis of lexicase selection and epsilon-lexicase selectionCode0
Ensemble Multi-Quantiles: Adaptively Flexible Distribution Prediction for Uncertainty QuantificationCode0
Explaining AI in Finance: Past, Present, ProspectsCode0
Explaining word embeddings with perfect fidelity: Case study in research impact predictionCode0
Applying a Pre-trained Language Model to Spanish Twitter Humor PredictionCode0
Accelerating Genetic Programming using GPUsCode0
A Provably Accurate Randomized Sampling Algorithm for Logistic RegressionCode0
Probabilistic Traffic Forecasting with Dynamic RegressionCode0
Exploring Generative Adversarial Networks for Image-to-Image Translation in STEM SimulationCode0
A generalizable approach for multi-view 3D human pose regressionCode0
Active Learning for Non-Parametric Regression Using Purely Random TreesCode0
A Generalization of Convolutional Neural Networks to Graph-Structured DataCode0
A Quantum Neural Network Regression for Modeling Lithium-ion Battery Capacity DegradationCode0
A Framework for Sample Efficient Interval Estimation with Control VariatesCode0
Face alignment by coarse-to-fine shape searchingCode0
Enhanced Feature Learning via Regularisation: Integrating Neural Networks and Kernel MethodsCode0
Factor-Driven Two-Regime RegressionCode0
Ensembles of Probabilistic Regression TreesCode0
Application of machine learning regression models to inverse eigenvalue problemsCode0
End-to-End Learning of Geometry and Context for Deep Stereo RegressionCode0
Fair Regression for Health Care SpendingCode0
End-to-End Probabilistic Inference for Nonstationary Audio AnalysisCode0
Emotion Intensities in TweetsCode0
A Framework for Identifying Depression on Social Media: MentalRiskES@IberLEF 2023Code0
Empowering Machines to Think Like Chemists: Unveiling Molecular Structure-Polarity Relationships with Hierarchical Symbolic RegressionCode0
Active Learning for Regression Using Greedy SamplingCode0
EnergyStar++: Towards more accurate and explanatory building energy benchmarkingCode0
FIT-GNN: Faster Inference Time for GNNs Using CoarseningCode0
Faster Kernel Ridge Regression Using Sketching and PreconditioningCode0
Environment Invariant Linear Least SquaresCode0
Evaluation of Dataflow through layers of Deep Neural Networks in Classification and Regression ProblemsCode0
Action Quality Assessment via Hierarchical Pose-guided Multi-stage Contrastive RegressionCode0
Fast Mixing of Data Augmentation Algorithms: Bayesian Probit, Logit, and Lasso RegressionCode0
Fast OSCAR and OWL Regression via Safe Screening RulesCode0
Fast, Provable Algorithms for Isotonic Regression in all _p-normsCode0
A Regression Mixture Model to understand the effect of the Covid-19 pandemic on Public Transport RidershipCode0
Fast, Provably convergent IRLS Algorithm for p-norm Linear RegressionCode0
Efficient Truncated Linear Regression with Unknown Noise VarianceCode0
Electron Energy Regression in the CMS High-Granularity Calorimeter PrototypeCode0
A Regressive Convolution Neural network and Support Vector Regression Model for Electricity Consumption ForecastingCode0
A Reinforcement Learning Approach to Domain-Knowledge Inclusion Using Grammar Guided Symbolic RegressionCode0
3DRegNet: A Deep Neural Network for 3D Point RegistrationCode0
Feature space approximation for kernel-based supervised learningCode0
Fenrir: Physics-Enhanced Regression for Initial Value ProblemsCode0
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank BanditsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified