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regression

Papers

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Showing 2401–2450 of 9424 papers

TitleStatusHype
A Hierarchical Regression Chain Framework for Affective Vocal Burst RecognitionCode0
Transformer-based Planning for Symbolic RegressionCode1
Gaussian Process on the Product of Directional Manifolds—0
Symbolic Regression for PDEs using Pruned Differentiable Programs—0
Predicting Hurricane Evacuation Decisions with Interpretable Machine Learning Models—0
Estimating friction coefficient using generative modelling—0
Machine learning tools to improve nonlinear modeling parameters of RC columns—0
Kernel Regression with Infinite-Width Neural Networks on Millions of Examples—0
Probabilistic 3d regression with projected huber distribution—0
Variance-aware robust reinforcement learning with linear function approximation under heavy-tailed rewards—0
On the Soundness of XAI in Prognostics and Health Management (PHM)Code0
Agnostic PAC Learning of k-juntas Using L2-Polynomial Regression—0
Bayesian Causal Forests for Multivariate Outcomes: Application to Irish Data From an International Large Scale Education Assessment—0
A path in regression Random Forest looking for spatial dependence: a taxonomy and a systematic review—0
Unimodal Distributions for Ordinal RegressionCode0
PRIMO: Private Regression in Multiple Outcomes—0
Kernel interpolation of acoustic transfer functions with adaptive kernel for directed and residual reverberations—0
LORE: Logical Location Regression Network for Table Structure Recognition—0
Predicted Embedding Power Regression for Large-Scale Out-of-Distribution Detection—0
A Survey of Numerical Algorithms that can Solve the Lasso Problems—0
Improved Differentially Private Regression via Gradient BoostingCode5
EnsembleIV: Creating Instrumental Variables from Ensemble Learners for Robust Statistical Inference—0
Environment Invariant Linear Least SquaresCode0
On Regression in Extreme RegionsCode0
Deep symbolic regression for physics guided by units constraints: toward the automated discovery of physical lawsCode3
EvCenterNet: Uncertainty Estimation for Object Detection using Evidential Learning—0
Censored Quantile Regression with Many Controls—0
Learning to Localize in Unseen Scenes with Relative Pose RegressorsCode1
Event-based Camera Simulation using Monte Carlo Path Tracing with Adaptive DenoisingCode0
Universal distribution of the empirical coverage in split conformal predictionCode0
HyperPose: Camera Pose Localization using Attention Hypernetworks—0
WADER at SemEval-2023 Task 9: A Weak-labelling framework for Data augmentation in tExt Regression Tasks—0
Tensorized LSSVMs for Multitask Regression—0
Integration of Feature Selection Techniques using a Sleep Quality Dataset for Comparing Regression Algorithms—0
Learning Label Encodings for Deep RegressionCode0
RweetMiner: Automatic identification and categorization of help requests on twitter during disasters—0
Comparative Studies of Unsupervised and Supervised Learning Methods based on Multimedia Applications—0
DistilPose: Tokenized Pose Regression with Heatmap DistillationCode1
Feature Selection with Annealing for Forecasting Financial Time Series—0
Finite-Sample Analysis of Learning High-Dimensional Single ReLU Neuron—0
Confidence-driven Bounding Box Localization for Small Object Detection—0
A Laplace-inspired Distribution on SO(3) for Probabilistic Rotation Estimation—0
Statistical-Computational Tradeoffs in Mixed Sparse Linear Regression—0
Variational EP with Probabilistic Backpropagation for Bayesian Neural Networks—0
Discrete-time Competing-Risks Regression with or without PenalizationCode1
UZH_CLyp at SemEval-2023 Task 9: Head-First Fine-Tuning and ChatGPT Data Generation for Cross-Lingual Learning in Tweet Intimacy Prediction—0
A Notion of Feature Importance by Decorrelation and Detection of Trends by Random Forest Regression—0
Efficient Rate Optimal Regret for Adversarial Contextual MDPs Using Online Function Approximation—0
High-dimensional analysis of double descent for linear regression with random projections—0
Sparse-penalized deep neural networks estimator under weak dependence—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