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regression

Papers

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Showing 3951–4000 of 9424 papers

TitleStatusHype
Maximum Likelihood Estimation in Gaussian Process Regression is Ill-Posed—0
A Simple and Computationally Trivial Estimator for Grouped Fixed Effects Models—0
An elementary analysis of ridge regression with random design—0
Meta Ordinal Regression Forest for Medical Image Classification with Ordinal Labels—0
The TAP free energy for high-dimensional linear regression—0
Mixture Components Inference for Sparse Regression: Introduction and Application for Estimation of Neuronal Signal from fMRI BOLD—0
Regression Monte Carlo for Impulse Control—0
Encompassing Tests for Nonparametric Regressions—0
ORDSIM: Ordinal Regression for E-Commerce Query Similarity Prediction—0
More Than a Toy: Random Matrix Models Predict How Real-World Neural Representations Generalize—0
MLRM: A Multiple Linear Regression based Model for Average Temperature Prediction of A Day—0
Identifying Causal Effects using Instrumental Time Series: Nuisance IV and Correcting for the PastCode0
Sampling Bias Correction for Supervised Machine Learning: A Bayesian Inference Approach with Practical Applications—0
SATLab at SemEval-2022 Task 4: Trying to Detect Patronizing and Condescending Language with only Character and Word N-grams—0
Hyperspectral Imaging for cherry tomato—0
Bias-variance decomposition of overparameterized regression with random linear features—0
Deep Regression Ensembles—0
Universal Regression with Adversarial Responses—0
On Robust Inference in Time Series Regression—0
Informative Planning for Worst-Case Error Minimisation in Sparse Gaussian Process Regression—0
New Coresets for Projective Clustering and ApplicationsCode0
EEG to fMRI Synthesis Benefits from Attentional Graphs of Electrode Relationships—0
On the Construction of Distribution-Free Prediction Intervals for an Image Regression Problem in Semiconductor Manufacturing—0
Kernel Packet: An Exact and Scalable Algorithm for Gaussian Process Regression with Matérn Correlations—0
Weighted-average quantile regression—0
Convergence of the Distributed SG Algorithm Under Cooperative Excitation Condition—0
Distributional Hardness Against Preconditioned Lasso via Erasure-Robust Designs—0
A Robust Statistical Analysis of the Role of Hydropower on the System Electricity Price and Price Volatility—0
The Definitive Guide to Automated Regression Testing—0
Accelerated SGD for Non-Strongly-Convex Least Squares—0
Machine learning model to project the impact of Ukraine crisis—0
Are Latent Factor Regression and Sparse Regression Adequate?—0
Contrasting random and learned features in deep Bayesian linear regression—0
NeuRecover: Regression-Controlled Repair of Deep Neural Networks with Training History—0
Performance of Distribution Regression with Doubling Measure under the seek of Closest Point—0
Results Merging in the Patent Domain—0
Minimax Risk in Estimating Kink Threshold and Testing Continuity—0
Bayesian adaptive and interpretable functional regression for exposure profilesCode0
Pattern Based Multivariable Regression using Deep Learning (PBMR-DP)—0
Optimal Online Generalized Linear Regression with Stochastic Noise and Its Application to Heteroscedastic Bandits—0
Semi-supervised Nonnegative Matrix Factorization for Document Classification—0
Deep Camera Pose Regression Using Pseudo-LiDAR—0
Bayesian Active Learning for Discrete Latent Variable Models—0
Bayesian Ridge Regression Based Model to Predict Fault Location in HVdc Network—0
Learning to Liquidate Forex: Optimal Stopping via Adaptive Top-K Regression—0
Variational inference for large Bayesian vector autoregressions—0
Scalable Gaussian-process regression and variable selection using Vecchia approximationsCode0
ANTLER: Bayesian Nonlinear Tensor Learning and Modeler for Unstructured, Varying-Size Point Cloud Data—0
Multi-Layer Perceptron Neural Network for Improving Detection Performance of Malicious Phishing URLs Without Affecting Other Attack Types Classification—0
Exploring the Unfairness of DP-SGD Across Settings—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