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regression

Papers

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Showing 2651–2700 of 9424 papers

TitleStatusHype
Wormhole MAML: Meta-Learning in Glued Parameter Space—0
Feature Selection Approaches for Optimising Music Emotion Recognition Methods—0
AER: Auto-Encoder with Regression for Time Series Anomaly DetectionCode3
Online Active Learning for Soft Sensor Development using Semi-Supervised Autoencoders—0
Exact Selective Inference with Randomization—0
Mining the Factor Zoo: Estimation of Latent Factor Models with Sufficient Proxies—0
Sitting Posture Recognition Using a Spiking Neural Network—0
Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to Rank—0
A Bayesian Robust Regression Method for Corrupted Data Reconstruction—0
The Onset of Variance-Limited Behavior for Networks in the Lazy and Rich RegimesCode0
Monotonous Parameter Estimation of One Class of Nonlinearly Parameterized Regressions without Overparameterization—0
Physics-Informed Gaussian Process Regression Generalizes Linear PDE SolversCode1
SALVE: Self-supervised Adaptive Low-light Video Enhancement—0
Leveraging Pre-Trained Acoustic Feature Extractor For Affective Vocal Bursts TasksCode0
ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic MethodsCode0
Forecasting West Nile Virus with Graph Neural Networks: Harnessing Spatial Dependence in Irregularly Sampled Geospatial Data—0
A Theoretical Study of The Effects of Adversarial Attacks on Sparse Regression—0
Combined mechanistic and machine learning method for construction of oil reservoir permeability map consistent with well test measurementsCode0
Uncertainty in Real-Time Semantic Segmentation on Embedded SystemsCode0
Sophisticated deep learning with on-chip optical diffractive tensor processing—0
Continuous Semi-Supervised Nonnegative Matrix Factorization—0
Steel Phase Kinetics Modeling using Symbolic Regression—0
Probabilistic machine learning based predictive and interpretable digital twin for dynamical systems—0
Faithful Heteroscedastic Regression with Neural NetworksCode0
Support Vector Regression: Risk Quadrangle Framework—0
Comparison of machine learning algorithms for merging gridded satellite and earth-observed precipitation data—0
Improving Levenberg-Marquardt Algorithm for Neural NetworksCode0
Machine Learning as an Accurate Predictor for Percolation Threshold of Diverse Networks—0
Penalised regression with multiple sources of prior effectsCode0
Shapley variable importance cloud for machine learning models—0
Efficient Conditionally Invariant Representation LearningCode1
Robustness Evaluation of Regression Tasks with Skewed Domain Preferences—0
Variable Clustering via Distributionally Robust Nodewise Regression—0
QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level QueryCode1
Transformers learn in-context by gradient descentCode2
ExReg: Wide-range Photo Exposure Correction via a Multi-dimensional Regressor with Attention—0
The finite sample performance of instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates—0
Approximating Optimal Estimation of Time Offset Synchronization with Temperature Variations—0
On LASSO for High Dimensional Predictive Regression—0
Dual Accuracy-Quality-Driven Neural Network for Prediction Interval GenerationCode1
Community Time-Activity Trajectory Modelling based on Markov Chain Simulation and Dirichlet Regression—0
Hybrid Censored Quantile Regression Forest to Assess the Heterogeneous Effects—0
VOQL: Towards Optimal Regret in Model-free RL with Nonlinear Function Approximation—0
Regression with Label Differential Privacy—0
GWRBoost:A geographically weighted gradient boosting method for explainable quantification of spatially-varying relationships—0
HDNet: A Hierarchically Decoupled Network for Crowd Counting—0
CTT-Net: A Multi-view Cross-token Transformer for Cataract Postoperative Visual Acuity PredictionCode0
Retire: Robust Expectile Regression in High Dimensions—0
Corruption-tolerant Algorithms for Generalized Linear ModelsCode0
Machine Learning Framework: Competitive Intelligence and Key Drivers Identification of Market Share Trends Among Healthcare Facilities—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