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regression

Papers

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Showing 2651–2700 of 9424 papers

TitleStatusHype
Distributed Sketching Methods for Privacy Preserving Regression—0
Distributed Sparse Linear Regression under Communication Constraints—0
Recovery Guarantees for Distributed-OMP—0
Distributed Sparse Regression via Penalization—0
Autocart -- spatially-aware regression trees for ecological and spatial modeling—0
A deep learning-based method for relative location prediction in CT scan images—0
Bayesian Optimization by Kernel Regression and Density-based Exploration—0
_1-regression with Heavy-tailed Distributions—0
Deep Mixture of Linear Inverse Regressions Applied to Head-Pose Estimation—0
Distributional encoding for Gaussian process regression with qualitative inputs—0
A Marginalized Particle Gaussian Process Regression—0
Dynamic Regret for Strongly Adaptive Methods and Optimality of Online KRR—0
Distributional loss for convolutional neural network regression and application to GNSS multi-path estimation—0
Distributionally and Adversarially Robust Logistic Regression via Intersecting Wasserstein Balls—0
Distributionally Robust Active Learning for Gaussian Process Regression—0
Distributionally Robust Learning—0
Distributionally Robust Learning in Survival Analysis—0
Distributionally Robust Logistic Regression—0
Distributionally-Robust Machine Learning Using Locally Differentially-Private Data—0
Distributionally Robust Multi-Output Regression Ranking—0
Bayesian Reasoning with Trained Neural Networks—0
Robust Sparse Reduced Rank Regression in High Dimensions—0
Distributional Random Forests: Heterogeneity Adjustment and Multivariate Distributional Regression—0
An Application of Newsboy Problem in Supply Chain Optimisation of Online Fashion E-Commerce—0
Bayesian Regression Approach for Building and Stacking Predictive Models in Time Series Analytics—0
An Approach to Symbolic Regression Using Feyn—0
Distributional Reinforcement Learning with Dual Expectile-Quantile Regression—0
Distribution Assertive Regression—0
Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso—0
Distribution-Based Invariant Deep Networks for Learning Meta-Features—0
Distribution Calibration for Regression—0
Distribution-Driven Disjoint Prediction Intervals for Deep Learning—0
Distribution-Free Inference for the Regression Function of Binary Classification—0
Bayesian Robustness: A Nonasymptotic Viewpoint—0
Distribution-free risk assessment of regression-based machine learning algorithms—0
Distribution-Free Robust Linear Regression—0
Deep Metric Learning-Based Semi-Supervised Regression With Alternate Learning—0
Distribution Matching for Transduction—0
Distribution Regression Difference-In-Differences—0
Distribution Regression for Sequential Data—0
Deeply-Supervised Density Regression for Automatic Cell Counting in Microscopy Images—0
Distribution Regression Network—0
Distribution Regression with Censored Selection—0
Distribution Regression with Sample Selection, with an Application to Wage Decompositions in the UK—0
b-bit Marginal Regression—0
An Automatic Interaction Detection Hybrid Model for Bankcard Response Classification—0
Dive Deeper Into Integral Pose Regression—0
Diverse and Consistent Multi-view Networks for Semi-supervised Regression—0
Beam Detection Based on Machine Learning Algorithms—0
A Universal Approximation Theorem for Mixture of Experts Models—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