SOTAVerified

regression

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 601–650 of 9424 papers

TitleStatusHype
Node Regression on Latent Position Random Graphs via Local Averaging—0
Evaluating K-Fold Cross Validation for Transformer Based Symbolic Regression Models—0
RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking ClassifierCode1
High-Dimensional Gaussian Process Regression with Soft Kernel InterpolationCode0
A Distributed Lag Approach to the Generalised Dynamic Factor Model (GDFM)—0
Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning ModelsCode2
Embedded Nonlocal Operator Regression (ENOR): Quantifying model error in learning nonlocal operators—0
Predicting Mortality and Functional Status Scores of Traumatic Brain Injury Patients using Supervised Machine Learning—0
Understanding the Effect of GCN Convolutions in Regression Tasks—0
On the Gaussian process limit of Bayesian Additive Regression TreesCode0
Disentangling Genotype and Environment Specific Latent Features for Improved Trait Prediction using a Compositional Autoencoder—0
Conformal Prediction for Multimodal RegressionCode0
Noise-Aware Differentially Private Variational Inference—0
Target Strangeness: A Novel Conformal Prediction Difficulty EstimatorCode0
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor SearchCode2
Adjusted Overfitting Regression—0
High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws—0
Bilinear Sequence Regression: A Model for Learning from Long Sequences of High-dimensional TokensCode0
Generalized Resubstitution for Regression Error Estimation—0
A Comprehensive Analysis on the Learning Curve in Kernel Ridge Regression—0
regAL: Python Package for Active Learning of Regression Problems—0
Self-Supervised Learning for Time Series: A Review & Critique of FITSCode0
A Kernel Perspective on Distillation-based Collaborative Learning—0
A Comparison of Baseline Models and a Transformer Network for SOC Prediction in Lithium-Ion Batteries—0
A Survey on Deep Learning-based Gaze Direction Regression: Searching for the State-of-the-art—0
Limit Theorems for Stochastic Gradient Descent with Infinite Variance—0
Solving Sparse \& High-Dimensional-Output Regression via Compression—0
A Two-Stage Learning-to-Defer Approach for Multi-Task Learning—0
Learning signals defined on graphs with optimal transport and Gaussian process regression—0
Calibration of ordinal regression networks—0
Using GPT Models for Qualitative and Quantitative News Analytics in the 2024 US Presidental Election Process—0
AutoTrain: No-code training for state-of-the-art modelsCode7
Online Pseudo-Label Unified Object Detection for Multiple Datasets Training—0
Multiple Kernel Clustering via Local Regression Integration—0
Predictive Quantile Regression with High-Dimensional Predictors: The Variable Screening Approach—0
Controllable RANSAC-based Anomaly Detection via Hypothesis Testing—0
FIT-GNN: Faster Inference Time for GNNs Using CoarseningCode0
Interpreting Microbiome Relative Abundance Data Using Symbolic RegressionCode0
Diffusion-based Semi-supervised Spectral Algorithm for Regression on Manifolds—0
Laplace Transform Based Low-Complexity Learning of Continuous Markov Semigroups—0
Generalization for Least Squares Regression With Simple Spiked Covariances—0
Supervised Kernel ThinningCode0
Ab Initio Nonparametric Variable Selection for Scalable Symbolic Regression with Large pCode0
Diffusing States and Matching Scores: A New Framework for Imitation LearningCode1
D-FINE: Redefine Regression Task in DETRs as Fine-grained Distribution RefinementCode7
MAX: Masked Autoencoder for X-ray Fluorescence in Geological InvestigationCode0
Gravity-aligned Rotation Averaging with Circular RegressionCode7
Efficient Optimization Algorithms for Linear Adversarial Training—0
Neural Symbolic Regression of Complex Network Dynamics—0
State-space models can learn in-context by gradient descent—0
Show:102550
← PrevPage 13 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