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regression

Papers

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Showing 4201–4250 of 9424 papers

TitleStatusHype
Efficient Minimax Optimal Estimators For Multivariate Convex Regression—0
Efficient Methods for Online Multiclass Logistic Regression—0
Blitzkriging: Kronecker-structured Stochastic Gaussian Processes—0
A new asymmetric ε-insensitive pinball loss function based support vector quantile regression model—0
Efficiently Using Second Order Information in Large l1 Regularization Problems—0
Detecting Multiple Structural Breaks in Systems of Linear Regression Equations with Integrated and Stationary Regressors—0
BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees—0
Efficient Privacy Preserving Logistic Regression for Horizontally Distributed Data—0
Blind Regression: Nonparametric Regression for Latent Variable Models via Collaborative Filtering—0
A New Approach to Overcoming Zero Trade in Gravity Models to Avoid Indefinite Values in Linear Logarithmic Equations and Parameter Verification Using Machine Learning—0
Advanced Deep Regression Models for Forecasting Time Series Oil Production—0
A Comprehensive Analysis on the Learning Curve in Kernel Ridge Regression—0
Efficient List-Decodable Regression using Batches—0
Efficient Line Search Method Based on Regression and Uncertainty Quantification—0
Blind Polynomial Regression—0
Efficient Least Squares Monte-Carlo Technique for PFE/EE Calculations—0
Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression—0
Blind Acoustic Parameter Estimation Through Task-Agnostic Embeddings Using Latent Approximations—0
Component-wise Adaptive Trimming For Robust Mixture Regression—0
Efficient kernel surrogates for neural network-based regression—0
Efficient improper learning for online logistic regression—0
Blessings and Curses of Covariate Shifts: Adversarial Learning Dynamics, Directional Convergence, and Equilibria—0
Efficient Image Set Classification using Linear Regression based Image Reconstruction—0
Blessing of Dimensionality: High-Dimensional Feature and Its Efficient Compression for Face Verification—0
A New Algorithm for Tessellated Kernel Learning—0
Efficient hinging hyperplanes neural network and its application in nonlinear system identification—0
Phase transitions in nonparametric regressions—0
A new ADMM algorithm for the Euclidean median and its application to robust patch regression—0
Efficient Gaussian Neural Processes for Regression—0
Efficient First-Order Contextual Bandits: Prediction, Allocation, and Triangular Discrimination—0
Balancing Statistical and Computational Precision: A General Theory and Applications to Sparse Regression—0
BLAZE: Blazing Fast Privacy-Preserving Machine Learning—0
A new adjusted maximum likelihood method for the Fay–Herriot small area model—0
Adults in the room? The auditor and dividends in small firms: Evidence from a natural experiment—0
A Comprehensive Analysis on Machine Learning based Methods for Lung Cancer Level Classification—0
Integrated Data Analysis of Plasma Electron Density Profile Tomography for HL-3 with Gaussian Process Regression—0
Black Box Algorithm Selection by Convolutional Neural Network—0
Bivariate vine copula based regression, bivariate level and quantile curves—0
Efficient Distributed Learning with Sparsity—0
An evolutionary approach for discovering non-Gaussian stochastic dynamical systems based on nonlocal Kramers-Moyal formulas—0
A dual semismooth Newton based augmented Lagrangian method for large-scale linearly constrained sparse group square-root Lasso problems—0
Efficient Data-Driven Geologic Feature Detection from Pre-stack Seismic Measurements using Randomized Machine-Learning Algorithm—0
Covariate Adjustment in Stratified Experiments—0
Bite-Weight Estimation Using Commercial Ear Buds—0
Efficient coordinate-wise leading eigenvector computation—0
Efficient Contextual Bandits with Uninformed Feedback Graphs—0
Bitcoin Price Predictive Modeling Using Expert Correction—0
An Evidential Neural Network Model for Regression Based on Random Fuzzy Numbers—0
Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression—0
Bitcoin price and its marginal cost of production: support for a fundamental value—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