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regression

Papers

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Showing 2401–2450 of 9424 papers

TitleStatusHype
Free Discontinuity Regression: With an Application to the Economic Effects of Internet ShutdownsCode0
Beyond Log-Concavity: Theory and Algorithm for Sum-Log-Concave Optimization—0
Wave-shape Function Model Order Estimation by Trigonometric Regression—0
Uncertainty Aware Deep Learning for Particle Accelerators—0
Linked shrinkage to improve estimation of interaction effects in regression modelsCode0
Unified Inference for Dynamic Quantile Predictive Regression—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
Stock Market Sentiment Classification and Backtesting via Fine-tuned BERT—0
Confidence Calibration for Systems with Cascaded Predictive Modules—0
S-BDT: Distributed Differentially Private Boosted Decision TreesCode0
Inference for Gaussian Processes with Matern Covariogram on Compact Riemannian Manifolds—0
Inference for Gaussian Processes with Matern Covariogram on Compact Riemannian Manifolds—0
Conformalized Multimodal Uncertainty Regression and Reasoning—0
Potential and limitations of random Fourier features for dequantizing quantum machine learning—0
Symbolic Regression on Sparse and Noisy Data with Gaussian Processes—0
Box2Poly: Memory-Efficient Polygon Prediction of Arbitrarily Shaped and Rotated Text—0
PAGER: A Framework for Failure Analysis of Deep Regression Models—0
Distribution-Independent Regression for Generalized Linear Models with Oblivious Corruptions—0
A spectrum of physics-informed Gaussian processes for regression in engineering—0
DPpack: An R Package for Differentially Private Statistical Analysis and Machine Learning—0
Decoupling the Curve Modeling and Pavement Regression for Lane Detection—0
Error Reduction from Stacked Regressions—0
Walking fingerprintingCode0
Harnessing Kernel Regression for Stochastic State Estimation in Solar-Integrated Power Grids—0
Asymptotically efficient adaptive identification under saturated output observation—0
Globally Convergent Accelerated Algorithms for Multilinear Sparse Logistic Regression with _0-constraints—0
Inverse classification with logistic and softmax classifiers: efficient optimization—0
Conditional validity of heteroskedastic conformal regressionCode0
Quantifying predictive uncertainty of aphasia severity in stroke patients with sparse heteroscedastic Bayesian high-dimensional regressionCode0
Personality Profiling: How informative are social media profiles in predicting personal information?—0
Convergence analysis of online algorithms for vector-valued kernel regression—0
Causal inference in network experiments: regression-based analysis and design-based properties—0
Spectrum-Aware Debiasing: A Modern Inference Framework with Applications to Principal Components Regression—0
Beta quantile regression for robust estimation of uncertainty in the presence of outliers—0
Is Solving Graph Neural Tangent Kernel Equivalent to Training Graph Neural Network?—0
How many Neurons do we need? A refined Analysis for Shallow Networks trained with Gradient Descent—0
Sound field decomposition based on two-stage neural networks—0
Racing Control Variable Genetic Programming for Symbolic RegressionCode0
Supervised Machine Learning and Physics based Machine Learning approach for prediction of peak temperature distribution in Additive Friction Stir Deposition of Aluminium Alloy—0
On Regularized Sparse Logistic Regression—0
A Consistent and Scalable Algorithm for Best Subset Selection in Single Index Models—0
AKEM: Aligning Knowledge Base to Queries with Ensemble Model for Entity Recognition and Linking—0
Bayesian longitudinal tensor response regression for modeling neuroplasticity—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