SOTAVerified

regression

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 6351–6400 of 9424 papers

TitleStatusHype
Test Set Sizing for the Ridge Regression—0
Inference on many jumps in nonparametric panel regression models—0
Test-time regression: a unifying framework for designing sequence models with associative memory—0
Text classification using machine learning methods—0
Text Complexity DE Challenge 2022 Submission Description: Pairwise Regression for Complexity Prediction—0
Text Summarization using Deep Learning and Ridge Regression—0
NeRCC: Nested-Regression Coded Computing for Resilient Distributed Prediction Serving Systems—0
The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests—0
The Adaptive τ-Lasso: Robustness and Oracle Properties—0
The Aleatoric Uncertainty Estimation Using a Separate Formulation with Virtual Residuals—0
The Algebraic Approach to Phase Retrieval and Explicit Inversion at the Identifiability Threshold—0
The Backbone Method for Ultra-High Dimensional Sparse Machine Learning—0
The Bayesian Learning Rule—0
The Bayesian SLOPE—0
The Benefits of Implicit Regularization from SGD in Least Squares Problems—0
The Bernstein Function: A Unifying Framework of Nonconvex Penalization in Sparse Estimation—0
The Challenge of Differentially Private Screening Rules—0
The Clickbait Challenge 2017: Towards a Regression Model for Clickbait Strength—0
The Closeness of In-Context Learning and Weight Shifting for Softmax Regression—0
The complexity of learning halfspaces using generalized linear methods—0
The Connection Between R-Learning and Inverse-Variance Weighting for Estimation of Heterogeneous Treatment Effects—0
The cost-free nature of optimally tuning Tikhonov regularizers and other ordered smoothers—0
The Cost of Privacy: Optimal Rates of Convergence for Parameter Estimation with Differential Privacy—0
The covariance matrix of Green's functions and its application to machine learning—0
The COVID-19 pandemic: socioeconomic and health disparities—0
The curse of overparametrization in adversarial training: Precise analysis of robust generalization for random features regression—0
The data-driven physical-based equations discovery using evolutionary approach—0
PNet -- A Deep Learning Based Photometry and Astrometry Bayesian Framework—0
The Definitive Guide to Automated Regression Testing—0
The Developmental Landscape of In-Context Learning—0
The direct and indirect effect of CAP support on farm income enhancement:a farm-based econometric analysis—0
The Directional Bias Helps Stochastic Gradient Descent to Generalize in Kernel Regression Models—0
The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed Integer Linear Optimization—0
The Effectiveness of a Dynamic Loss Function in Neural Network Based Automated Essay Scoring—0
The Effect of Heteroscedasticity on Regression Trees—0
The Effect of Omitted Variables on the Sign of Regression Coefficients—0
The Efficient Shrinkage Path: Maximum Likelihood of Minimum MSE Risk—0
The Elliptical Processes: a Family of Fat-tailed Stochastic Processes—0
The Error Probability of Random Fourier Features is Dimensionality Independent—0
The Exact Sample Complexity Gain from Invariances for Kernel Regression—0
The Expected Jacobian Outerproduct: Theory and Empirics—0
The Expediting Effect of Monitoring on Infrastructural Works. A Regression-Discontinuity Approach with Multiple Assignment Variables—0
The FacT: Taming Latent Factor Models for Explainability with Factorization Trees—0
The Fast Cauchy Transform and Faster Robust Linear Regression—0
The Fine-Grained Hardness of Sparse Linear Regression—0
The finite sample performance of instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates—0
The flare Package for High Dimensional Linear Regression and Precision Matrix Estimation in R—0
Fundamental limits and algorithms for sparse linear regression with sublinear sparsity—0
The Galactic 3D large-scale dust distribution via Gaussian process regression on spherical coordinates—0
The Gaussian Radon Transform and Machine Learning—0
Show:102550
← PrevPage 128 of 189Next →
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