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regression

Papers

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Showing 1001–1050 of 9424 papers

TitleStatusHype
Machine learning-based prediction of fish acute mortality: implementation, interpretation, and regulatory relevance—0
Agnostic Learning of Mixed Linear Regressions with EM and AM Algorithms—0
Automatic Essay Multi-dimensional Scoring with Fine-tuning and Multiple Regression—0
Accelerating Heterogeneous Federated Learning with Closed-form Classifiers—0
Learning Analysis of Kernel Ridgeless Regression with Asymmetric Kernel LearningCode0
Distributional Refinement Network: Distributional Forecasting via Deep LearningCode0
Cluster-robust jackknife and bootstrap inference for logistic regression models—0
Logistic Variational Bayes RevisitedCode0
Robust Visual Tracking via Iterative Gradient Descent and Threshold Selection—0
Causal Contrastive Learning for Counterfactual Regression Over Time—0
Turnstile _p leverage score sampling with applicationsCode0
Stein Random Feature RegressionCode0
Representation of preferences for multiple criteria decision aiding in a new seven-valued logic—0
An Efficient Multi Quantile Regression Network with Ad Hoc Prevention of Quantile Crossing—0
Statistical inference for case-control logistic regression via integrating external summary data—0
Principal-Agent Multitasking: the Uniformity of Optimal Contracts and its Efficient Learning via Instrumental Regression—0
Shape Constraints in Symbolic Regression using Penalized Least Squares—0
Nonparametric regression on random geometric graphs sampled from submanifolds—0
The Political Resource Curse Redux—0
Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data—0
Improved Convex Decomposition with Ensembling and Boolean Primitives—0
Online Linear Regression in Dynamic Environments via Discounting—0
Adaptive posterior concentration rates for sparse high-dimensional linear regression with random design and unknown error variance—0
Verifiably Robust Conformal PredictionCode0
Dyadic Regression with Sample Selection—0
Regression Equilibrium in Electricity Markets—0
Imitating from auxiliary imperfect demonstrations via Adversarial Density Weighted RegressionCode0
Symbolic Regression for Beyond the Standard Model Physics—0
RC-Mixup: A Data Augmentation Strategy against Noisy Data for Regression Tasks—0
Unveiling the Cycloid Trajectory of EM Iterations in Mixed Linear RegressionCode0
SEMF: Supervised Expectation-Maximization Framework for Predicting IntervalsCode0
Stagewise Boosting Distributional RegressionCode0
AlignIQL: Policy Alignment in Implicit Q-Learning through Constrained OptimizationCode0
Dimension-free uniform concentration bound for logistic regression—0
IM-Context: In-Context Learning for Imbalanced Regression TasksCode0
Understanding Forgetting in Continual Learning with Linear Regression—0
MCGAN: Enhancing GAN Training with Regression-Based Generator LossCode0
Image-level Regression for Uncertainty-aware Retinal Image SegmentationCode0
SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform RegressionCode1
Predicting Rental Price of Lane Houses in Shanghai with Machine Learning Methods and Large Language Models—0
Transfer Learning Under High-Dimensional Graph Convolutional Regression Model for Node Classification—0
A GPU-Accelerated Bi-linear ADMM Algorithm for Distributed Sparse Machine Learning—0
Rényi Neural Processes—0
A Systematic Bias of Machine Learning Regression Models and Its Correction: an Application to Imaging-based Brain Age PredictionCode0
iREPO: implicit Reward Pairwise Difference based Empirical Preference Optimization—0
MLPs Learn In-Context on Regression and Classification TasksCode1
Dimension-free deterministic equivalents and scaling laws for random feature regression—0
Revisiting Counterfactual Regression through the Lens of Gromov-Wasserstein Information BottleneckCode0
Private Regression via Data-Dependent Sufficient Statistic PerturbationCode0
One-shot Active Learning Based on Lewis Weight Sampling for Multiple Deep Models—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