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regression

Papers

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Showing 1751–1800 of 9424 papers

TitleStatusHype
A Novel Approach for Machine Learning-based Load Balancing in High-speed Train System using Nested Cross Validation—0
Optimal Estimator for Linear Regression with Shuffled Labels—0
A Theoretical Analysis of the Test Error of Finite-Rank Kernel Ridge Regression—0
Twin Neural Network Improved k-Nearest Neighbor Regression—0
Assessment and treatment of visuospatial neglect using active learning with Gaussian processes regression—0
AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box IdentificationCode1
Handling missing data in Burundian sovereign bond market—0
Beyond Tides and Time: Machine Learning Triumph in Water QualityCode0
Agent Coordination via Contextual Regression (AgentCONCUR) for Data Center FlexibilityCode0
A Mean Field Approach to Empirical Bayes Estimation in High-dimensional Linear Regression—0
HTC-DC Net: Monocular Height Estimation from Single Remote Sensing ImagesCode1
A parsimonious, computationally efficient machine learning method for spatial regression—0
Geodesic Regression Characterizes 3D Shape Changes in the Female Brain During MenstruationCode0
Selective Nonparametric Regression via Testing—0
High-dimensional robust regression under heavy-tailed data: Asymptotics and Universality—0
Mixup Your Own PairsCode1
A Study on Survival Analysis Methods Using Neural Network to Prevent CancersCode0
Explainable machine learning-based prediction model for diabetic nephropathy—0
VideoAdviser: Video Knowledge Distillation for Multimodal Transfer Learning—0
Hebbian learning inspired estimation of the linear regression parameters from queries—0
Beyond Log-Concavity: Theory and Algorithm for Sum-Log-Concave Optimization—0
Wave-shape Function Model Order Estimation by Trigonometric Regression—0
Free Discontinuity Regression: With an Application to the Economic Effects of Internet ShutdownsCode0
Convergence guarantees for forward gradient descent in the linear regression model—0
fastMONAI: A low-code deep learning library for medical image analysisCode1
IEBins: Iterative Elastic Bins for Monocular Depth EstimationCode1
Unified Inference for Dynamic Quantile Predictive Regression—0
Linked shrinkage to improve estimation of interaction effects in regression modelsCode0
Uncertainty Aware Deep Learning for Particle Accelerators—0
Predicting environment effects on breast cancer by implementing machine learning—0
A Weighted Prognostic Covariate Adjustment Method for Efficient and Powerful Treatment Effect Inferences in Randomized Controlled Trials—0
MMA-Net: Multiple Morphology-Aware Network for Automated Cobb Angle Measurement—0
Development of an intelligent system for the detection of corona virus using artificial neural network—0
BARTSIMP: flexible spatial covariate modeling and prediction using Bayesian additive regression trees—0
On the Asymptotic Learning Curves of Kernel Ridge Regression under Power-law Decay—0
A Unified Scheme of ResNet and Softmax—0
A Spectral Theory of Neural Prediction and AlignmentCode0
Inference for Gaussian Processes with Matern Covariogram on Compact Riemannian Manifolds—0
Inference for Gaussian Processes with Matern Covariogram on Compact Riemannian Manifolds—0
Confidence Calibration for Systems with Cascaded Predictive Modules—0
Boolformer: Symbolic Regression of Logic Functions with TransformersCode1
Stock Market Sentiment Classification and Backtesting via Fine-tuned BERT—0
S-BDT: Distributed Differentially Private Boosted Decision TreesCode0
Potential and limitations of random Fourier features for dequantizing quantum machine learning—0
Distribution-Independent Regression for Generalized Linear Models with Oblivious Corruptions—0
PAGER: A Framework for Failure Analysis of Deep Regression Models—0
Box2Poly: Memory-Efficient Polygon Prediction of Arbitrarily Shaped and Rotated Text—0
Conformalized Multimodal Uncertainty Regression and Reasoning—0
Symbolic Regression on Sparse and Noisy Data with Gaussian Processes—0
A spectrum of physics-informed Gaussian processes for regression in engineering—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