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regression

Papers

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Showing 1401–1450 of 9424 papers

TitleStatusHype
MT-HCCAR: Multi-Task Deep Learning with Hierarchical Classification and Attention-based Regression for Cloud Property RetrievalCode0
Neural Network Training on Encrypted Data with TFHE—0
Rectify the Regression Bias in Long-Tailed Object Detection—0
Multi-Person 3D Pose Estimation from Multi-View Uncalibrated Depth Cameras—0
Neural Network-Based Score Estimation in Diffusion Models: Optimization and Generalization—0
Prevalidated ridge regression is a highly-efficient drop-in replacement for logistic regression for high-dimensional dataCode0
Finite Sample Confidence Regions for Linear Regression Parameters Using Arbitrary Predictors—0
Omnipredictors for Regression and the Approximate Rank of Convex Functions—0
Mapping-to-Parameter Nonlinear Functional Regression with Novel B-spline Free Knot Placement Algorithm—0
A structured regression approach for evaluating model performance across intersectional subgroups—0
PruneSymNet: A Symbolic Neural Network and Pruning Algorithm for Symbolic RegressionCode0
Incorporating Test-Time Optimization into Training with Dual Networks for Human Mesh RecoveryCode0
Empowering Machines to Think Like Chemists: Unveiling Molecular Structure-Polarity Relationships with Hierarchical Symbolic RegressionCode0
Discovering Mathematical Formulas from Data via GPT-guided Monte Carlo Tree Search—0
Uncertainty-Guided Alignment for Unsupervised Domain Adaptation in Regression—0
An Explicit Scheme for Pathwise XVA Computations—0
The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting -- An Analytical Model—0
Nonparametric logistic regression with deep learning—0
NIV-SSD: Neighbor IoU-Voting Single-Stage Object Detector From Point CloudCode0
Bayesian Semi-structured Subspace Inference—0
Transfer Learning for Nonparametric Regression: Non-asymptotic Minimax Analysis and Adaptive Procedure—0
Approaches to biological species delimitation based on genetic and spatial dissimilarity—0
Multivariate Density Estimation via Variance-Reduced SketchingCode0
Mitigating Covariate Shift in Misspecified Regression with Applications to Reinforcement Learning—0
Local Identification in Instrumental Variable Multivariate Quantile Regression Models—0
Distributionally Robust Policy Evaluation under General Covariate Shift in Contextual BanditsCode0
Solving Offline Reinforcement Learning with Decision Tree RegressionCode0
Online Mean Estimation for Multi-frame Optical Fiber Signals On Highways—0
Focaler-IoU: More Focused Intersection over Union LossCode1
M2ORT: Many-To-One Regression Transformer for Spatial Transcriptomics Prediction from Histopathology ImagesCode1
Beyond RMSE and MAE: Introducing EAUC to unmask hidden bias and unfairness in dyadic regression modelsCode0
Deep spatial context: when attention-based models meet spatial regressionCode0
SymbolNet: Neural Symbolic Regression with Adaptive Dynamic Pruning for CompressionCode0
Bootstrapping OTS-Funcimg Pre-training Model (Botfip) -- A Comprehensive Symbolic Regression Framework—0
Forecasting Cryptocurrency Staking Rewards—0
Uncertainty-Aware Calibration of a Hot-Wire Anemometer With Gaussian Process Regression—0
EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective AnalysisCode2
A Novel Approach in Solving Stochastic Generalized Linear Regression via Nonconvex Programming—0
Selecting Subsets of Source Data for Transfer Learning with Applications in Metal Additive Manufacturing—0
A Two-Step Longstaff Schwartz Monte Carlo Approach to Game Option Pricing—0
Differentially Private Sliced Inverse Regression: Minimax Optimality and Algorithm—0
DCDet: Dynamic Cross-based 3D Object DetectorCode1
Minimally Supervised Learning using Topological Projections in Self-Organizing Maps—0
Quantifying Marketing Performance at Channel-Partner Level by Using Marketing Mix Modeling (MMM) and Shapley Value Regression—0
Theoretical and Empirical Advances in Forest Pruning—0
Closed-Form Interpretation of Neural Network Classifiers with Symbolic GradientsCode0
IV Estimation of Panel Data Tobit Models with Normal Errors—0
Cuff-less Arterial Blood Pressure Waveform Synthesis from Single-site PPG using Transformer & Frequency-domain Learning—0
Linear Recursive Feature Machines provably recover low-rank matricesCode1
Semi-Supervised Deep Sobolev Regression: Estimation and Variable Selection by ReQU Neural Network—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