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regression

Papers

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Showing 3701–3750 of 9424 papers

TitleStatusHype
Evaluation of data imputation strategies in complex, deeply-phenotyped data sets: the case of the EU-AIMS Longitudinal European Autism Project—0
A Visual Analytics Approach to Building Logistic Regression Models and its Application to Health RecordsCode0
Statistical Learning for Individualized Asset Allocation—0
Accelerated Gradient Flow: Risk, Stability, and Implicit Regularization—0
Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning—0
Poseur: Direct Human Pose Regression with TransformersCode1
Sandbox Sample Classification Using Behavioral Indicators of Compromise—0
Asymptotic properties of Bayesian inference in linear regression with a structural break—0
Generalization in Supervised Learning Through Riemannian Contraction—0
FourierNet: Shape-Preserving Network for Henle's Fiber Layer Segmentation in Optical Coherence Tomography Images—0
EFMVFL: An Efficient and Flexible Multi-party Vertical Federated Learning without a Third Party—0
Efficient Hyperparameter Tuning for Large Scale Kernel Ridge RegressionCode1
Why Does Surprisal From Smaller GPT-2 Models Provide Better Fit to Human Reading Times?—0
PETS-SWINF: A regression method that considers images with metadata based Neural Network for pawpularity prediction on 2021 Kaggle Competition "PetFinder.my"—0
GradTail: Learning Long-Tailed Data Using Gradient-based Sample Weighting—0
A Critical Analysis of Image-based Camera Pose Estimation Techniques—0
The Implicit Regularization of Momentum Gradient Descent with Early Stopping—0
Detecting Multiple Structural Breaks in Systems of Linear Regression Equations with Integrated and Stationary Regressors—0
Machine Learning for Multi-Output Regression: When should a holistic multivariate approach be preferred over separate univariate ones?—0
Adaptive Transfer Learning for Plant Phenotyping—0
A robust kernel machine regression towards biomarker selection in multi-omics datasets of osteoporosis for drug discovery—0
SimReg: Regression as a Simple Yet Effective Tool for Self-supervised Knowledge DistillationCode1
The curse of overparametrization in adversarial training: Precise analysis of robust generalization for random features regression—0
Kernel methods for long term dose response curves—0
Deep Symbolic Regression for Recurrent Sequences—0
An Interval-Valued Time Series Forecasting Scheme With Probability Distribution Features for Electric Power Generation Prediction—0
DANNTe: a case study of a turbo-machinery sensor virtualization under domain shift—0
Application of Common Spatial Patterns in Gravitational Waves Detection—0
Linearly-involved Moreau-Enhanced-over-Subspace Model: Debiased Sparse Modeling and Stable Outlier-Robust Regression—0
Non-Asymptotic Guarantees for Robust Statistical Learning under Infinite Variance Assumption—0
Predictions of Reynolds and Nusselt numbers in turbulent convection using machine-learning models—0
Differentially Private _1-norm Linear Regression with Heavy-tailed Data—0
Permuted and Unlinked Monotone Regression in R^d: an approach based on mixture modeling and optimal transport—0
Causal Discovery from Sparse Time-Series Data Using Echo State Network—0
Pseudo-labelling and Meta Reweighting Learning for Image Aesthetic Quality Assessment—0
Attention-based Random Forest and Contamination Model—0
A Cross Validation Framework for Signal Denoising with Applications to Trend Filtering, Dyadic CART and Beyond—0
Bitcoin Price Predictive Modeling Using Expert Correction—0
Forming Predictive Features of Tweets for Decision-Making Support—0
Bayesian Regression Approach for Building and Stacking Predictive Models in Time Series Analytics—0
Rethinking Depth Estimation for Multi-View Stereo: A Unified RepresentationCode2
Learning Quality-aware Representation for Multi-person Pose Regression—0
Graph Neural Networks for Multivariate Time Series Regression with Application to Seismic DataCode1
Contrastive Regression for Domain Adaptation on Gaze Estimation—0
Forward Propagation, Backward Regression, and Pose Association for Hand Tracking in the WildCode1
Rethinking Image Cropping: Exploring Diverse Compositions From Global Views—0
OSKDet: Orientation-Sensitive Keypoint Localization for Rotated Object Detection—0
DESTR: Object Detection With Split Transformer—0
Single-Stage Is Enough: Multi-Person Absolute 3D Pose Estimation—0
The Complexity of Dynamic Least-Squares RegressionCode0
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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