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regression

Papers

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Showing 5001–5050 of 9424 papers

TitleStatusHype
Partitioned Graph Convolution Using Adversarial and Regression Networks for Road Travel Speed Prediction—0
Distribution-Free Robust Linear Regression—0
Vector quantile regression and optimal transport, from theory to numerics—0
Understanding and Mitigating Accuracy Disparity in RegressionCode0
On the Minimal Error of Empirical Risk Minimization—0
Hopeful_Men@LT-EDI-EACL2021: Hope Speech Detection Using Indic Transliteration and Transformers—0
Sparse online variational Bayesian regressionCode0
HiPaR: Hierarchical Pattern-aided Regression—0
Machine Learning Regression for Operator Dynamics—0
Probabilistic Spatial Analysis in Quantitative Microscopy with Uncertainty-Aware Cell Detection using Deep Bayesian Regression of Density Maps—0
Kernel Ridge Riesz Representers: Generalization, Mis-specification, and the Counterfactual Effective Dimension—0
Comparative Fault Location Estimation by Using Image Processing in Mixed Transmission Lines—0
Bridging factor and sparse models—0
Slowly Varying Regression under SparsityCode0
Adversarial robust weighted Huber regression—0
A Novel Multi-Period and Multilateral Price Index—0
Estimation and Inference by Stochastic Optimization: Three Examples—0
Pose Guided Person Image Generation with Hidden p-Norm Regression—0
Fair Sparse Regression with Clustering: An Invex Relaxation for a Combinatorial Problem—0
Integrating prediction in mean-variance portfolio optimization—0
UnibucKernel: Geolocating Swiss German Jodels Using Ensemble Learning—0
Data-driven formulation of natural laws by recursive-LASSO-based symbolic regression—0
Robust non-parametric mortality and fertility modelling and forecasting: Gaussian process regression approaches—0
Transfer Learning for Linear Regression: a Statistical Test of Gain—0
Data-Driven Logistic Regression Ensembles With Applications in Genomics—0
The Expediting Effect of Monitoring on Infrastructural Works. A Regression-Discontinuity Approach with Multiple Assignment Variables—0
The MELODIC family for simultaneous binary logistic regression in a reduced spaceCode0
Trees-Based Models for Correlated DataCode0
Learning Symbolic Expressions: Mixed-Integer Formulations, Cuts, and Heuristics—0
Tighter Bounds on the Log Marginal Likelihood of Gaussian Process Regression Using Conjugate Gradients—0
Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression—0
Multivariable Fractional Polynomials for lithium-ion batteries degradation models under dynamic conditions—0
A generalized quadratic loss for SVM and Deep Neural Networks—0
RMS-Net: Regression and Masking for Soccer Event SpottingCode0
Distribution Free Uncertainty for the Minimum Norm Solution of Over-parameterized Linear Regression—0
Sample Efficient Subspace-based Representations for Nonlinear Meta-Learning—0
Linear programming approach to nonparametric inference under shape restrictions: with an application to regression kink designs—0
Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects EstimationCode0
Q-Value Weighted Regression: Reinforcement Learning with Limited DataCode0
EventScore: An Automated Real-time Early Warning Score for Clinical Events—0
Explainability in CNN Models By Means of Z-Scores—0
On Agnostic PAC Learning using L_2-polynomial Regression and Fourier-based Algorithms—0
Towards Feature-Based Performance Regression Using Trajectory Data—0
Regression Oracles and Exploration Strategies for Short-Horizon Multi-Armed Bandits—0
Agnostic Proper Learning of Halfspaces under Gaussian Marginals—0
A Deep Learning Approach for Characterizing Major Galaxy Mergers—0
Regularization Strategies for Quantile Regression—0
Ising Model Selection Using _1-Regularized Linear Regression: A Statistical Mechanics Analysis—0
The Optimality of Polynomial Regression for Agnostic Learning under Gaussian Marginals—0
Inference under Covariate-Adaptive Randomization with Imperfect Compliance—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