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regression

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Showing 3301–3350 of 9424 papers

TitleStatusHype
Inadmissibility of the corrected Akaike information criterion—0
Vector-Valued Least-Squares Regression under Output Regularity Assumptions—0
Learning linear operators: Infinite-dimensional regression as a well-behaved non-compact inverse problem—0
SketchySGD: Reliable Stochastic Optimization via Randomized Curvature EstimatesCode0
Is the Machine Smarter than the Theorist: Deriving Formulas for Particle Kinematics with Symbolic Regression—0
Robust Alzheimer's Progression Modeling using Cross-Domain Self-Supervised Deep Learning—0
Type I Tobit Bayesian Additive Regression Trees for Censored Outcome Regression—0
Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression—0
Neural Regression For Scale-Varying TargetsCode0
Comparison of Uncertainty Quantification with Deep Learning in Time Series Regression—0
Online Linearized LASSO—0
Multilevel-in-Layer Training for Deep Neural Network RegressionCode0
Overparameterized random feature regression with nearly orthogonal data—0
A Randomised Subspace Gauss-Newton Method for Nonlinear Least-Squares—0
A Benchmarking Dataset with 2440 Organic Molecules for Volume Distribution at Steady StateCode0
Noise Self-Regression: A New Learning Paradigm to Enhance Low-Light Images Without Task-Related Data—0
Sparse Bayesian Lasso via a Variable-Coefficient _1 Penalty—0
A Unified Analysis of Multi-task Functional Linear Regression Models with Manifold Constraint and Composite Quadratic Penalty—0
Contrastive Weighted Learning for Near-Infrared Gaze Estimation—0
ODBAE: a high-performance model identifying complex phenotypes in high-dimensional biological datasets—0
Concentration inequalities for leave-one-out cross validation—0
Fairness-aware Regression Robust to Adversarial Attacks—0
Improving the Predictive Performances of k Nearest Neighbors Learning by Efficient Variable Selection—0
Time series quantile regression using random forests—0
Uncertainty-aware predictive modeling for fair data-driven decisions—0
UV R-CNN: Stable and Efficient Dense Human Pose Estimation—0
A Fuzzy-set-based Joint Distribution Adaptation Method for Regression and its Application to Online Damage Quantification for Structural Digital Twin—0
On Estimation and Inference of Large Approximate Dynamic Factor Models via the Principal Component Analysis—0
A Consistent Estimator for Confounding Strength—0
Martian Ionosphere Electron Density Prediction Using Bagged Trees—0
The Projected Covariance Measure for assumption-lean variable significance testingCode0
Regression Compatible Listwise Objectives for Calibrated Ranking with Binary Relevance—0
Variational Hierarchical Mixtures for Probabilistic Learning of Inverse Dynamics—0
A New Test for Market Efficiency and Uncovered Interest Parity—0
Uncertainty-Aware DNN for Multi-Modal Camera Localization—0
Pi theorem formulation of flood mapping—0
Angular upsampling in diffusion MRI using contextual HemiHex sub-sampling in q-space—0
PIPPI2021: An Approach to Automated Diagnosis and Texture Analysis of the Fetal Liver & Placenta in Fetal Growth Restriction—0
Study of Manifold Geometry using Multiscale Non-Negative Kernel Graphs—0
Confidence-Nets: A Step Towards better Prediction Intervals for regression Neural Networks on small datasets—0
HARRIS: Hybrid Ranking and Regression Forests for Algorithm SelectionCode0
Exact and Approximate Conformal Inference for Multi-Output Regression—0
A new benchmark for group distribution shifts in hand grasp regression for object manipulation. Can meta-learning raise the bar?Code0
Audio-Visual Speech Enhancement and Separation by Utilizing Multi-Modal Self-Supervised Embeddings—0
Nonlinear Causal Discovery via Kernel Anchor RegressionCode0
Boosting Monocular 3D Object Detection with Object-Centric Auxiliary Depth Supervision—0
ImplantFormer: Vision Transformer based Implant Position Regression Using Dental CBCT Data—0
Nonparametric Probabilistic Regression with Coarse Learners—0
SoftBart: Soft Bayesian Additive Regression Trees—0
Private Isotonic Regression—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