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regression

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Showing 1601–1650 of 9424 papers

TitleStatusHype
Beware of Validation by Eye: Visual Validation of Linear Trends in Scatterplots—0
Inference at the data's edge: Gaussian processes for modeling and inference under model-dependency, poor overlap, and extrapolation—0
Spectral Representation for Causal Estimation with Hidden ConfoundersCode0
An integrated perspective of robustness in regression through the lens of the bias-variance trade-offCode0
FRI-Net: Floorplan Reconstruction via Room-wise Implicit Representation—0
Have ASkotch: A Neat Solution for Large-scale Kernel Ridge Regression—0
Towards Understanding Epoch-wise Double descent in Two-layer Linear Neural Networks—0
TrIM: Transformed Iterative Mondrian Forests for Gradient-based Dimension Reduction and High-Dimensional RegressionCode0
LFFR: Logistic Function For (single-output) RegressionCode0
MUSCLE: A Model Update Strategy for Compatible LLM Evolution—0
FastImpute: A Baseline for Open-source, Reference-Free Genotype Imputation Methods -- A Case Study in PRS313Code0
Learning High-Frequency Functions Made Easy with Sinusoidal Positional EncodingCode0
Multivariate root-n-consistent smoothing parameter free matching estimators and estimators of inverse density weighted expectations—0
Comparative analysis of Mixed-Data Sampling (MIDAS) model compared to Lag-Llama model for inflation nowcasting—0
Token-Mol 1.0: Tokenized drug design with large language model—0
MNeRV: A Multilayer Neural Representation for VideosCode0
Multi-modal MRI Translation via Evidential Regression and Distribution Calibration—0
Certified Continual Learning for Neural Network Regression—0
Implicit Regression in Subspace for High-Sensitivity CEST Imaging—0
Differentiable Optimization of Similarity Scores Between Models and BrainsCode0
Robust Partial Least Squares Using Low Rank and Sparse Decomposition—0
CAESar: Conditional Autoregressive Expected ShortfallCode0
ERQ: Error Reduction for Post-Training Quantization of Vision Transformers—0
Conditional Rank-Rank Regression—0
A Color Image Analysis Tool to Help Users Choose a Makeup Foundation Color—0
Aortic root landmark localization with optimal transport loss for heatmap regressionCode0
Using LLMs to label medical papers according to the CIViC evidence modelCode0
Understanding the Gains from Repeated Self-Distillation—0
Network-based Neighborhood regression—0
Category-Aware Dynamic Label Assignment with High-Quality Oriented Proposal—0
Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble ForecastsCode0
Joint State and Parameter Estimation Using the Partial Errors-in-Variables Principle—0
A Unified Approach to Extract Interpretable Rules from Tree Ensembles via Integer Programming—0
Model-based Offline Reinforcement Learning with Lower Expectile Q-Learning—0
Combinations of distributional regression algorithms with application in uncertainty estimation of corrected satellite precipitation products—0
The Computational Curse of Big Data for Bayesian Additive Regression Trees: A Hitting Time AnalysisCode0
Sparse Regression for Machine Translation—0
Single Image Estimation of Cell Migration Direction by Deep Circular Regression—0
Unbiased least squares regression via averaged stochastic gradient descent—0
Sparse deep neural networks for nonparametric estimation in high-dimensional sparse regression—0
Image-Guided Outdoor LiDAR Perception Quality Assessment for Autonomous Driving—0
Variance Reduction for the Independent Metropolis Sampler—0
Optimal spanning tree reconstruction in symbolic regression—0
Univariate Skeleton Prediction in Multivariate Systems Using TransformersCode0
DN-CL: Deep Symbolic Regression against Noise via Contrastive Learning—0
Reinforced Knowledge Distillation for Time Series RegressionCode0
Identification and Estimation of Causal Effects in High-Frequency Event Studies—0
Movement-Prediction-Adjusted Naïve Forecast—0
Ensembles of Probabilistic Regression TreesCode0
Semi-supervised Regression Analysis with Model Misspecification and High-dimensional Data—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