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regression

Papers

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Showing 1001–1050 of 9424 papers

TitleStatusHype
Reliable uncertainty quantification for 2D/3D anatomical landmark localization using multi-output conformal predictionCode0
H-AddiVortes: Heteroscedastic (Bayesian) Additive Voronoi Tessellations—0
Treatment Effect Heterogeneity in Regression Discontinuity Designs—0
Using 3D reconstruction from image motion to predict total leaf area in dwarf tomato plants—0
Do you understand epistemic uncertainty? Think again! Rigorous frequentist epistemic uncertainty estimation in regression—0
Bayesian Kernel Regression for Functional Data—0
Functional Factor Regression with an Application to Electricity Price Curve ModelingCode0
Probabilistic Neural Networks (PNNs) with t-Distributed Outputs: Adaptive Prediction Intervals Beyond Gaussian Assumptions—0
Mixed-feature Logistic Regression Robust to Distribution ShiftsCode0
Deep Lossless Image Compression via Masked Sampling and Coarse-to-Fine Auto-Regression—0
Low-Rank Matrix Regression via Least-Angle Regression—0
GBSVR: Granular Ball Support Vector Regression—0
Batch List-Decodable Linear Regression via Higher Moments—0
PLRD: Partially Linear Regression Discontinuity Inference—0
Parsing the Language of Expression: Enhancing Symbolic Regression with Domain-Aware Symbolic Priors—0
Boundary Regression for Leitmotif Detection in Music Audio—0
Reinforcement Learning Based Symbolic Regression for Load Modeling—0
An Experience Report on Regression-Free Repair of Deep Neural Network Model—0
Alligat0R: Pre-Training Through Co-Visibility Segmentation for Relative Camera Pose Regression—0
Agile Climate-Sensor Design and Calibration Algorithms Using Machine Learning: Experiments From Cape Point—0
Higher Order Reduced Rank Regression—0
Statistical Study of Sensor Data and Investigation of ML-based Calibration Algorithms for Inexpensive Sensor Modules: Experiments from Cape Point—0
ProSE: Diffusion Priors for Speech Enhancement—0
Nearly Optimal Differentially Private ReLU Regression—0
Frequency Autoregressive Image Generation with Continuous Tokens—0
Near-Polynomially Competitive Active Logistic RegressionCode0
Comparing regularisation paths of (conjugate) gradient estimators in ridge regression—0
Conformal prediction of future insurance claims in the regression problem—0
Early-Stopped Mirror Descent for Linear Regression over Convex Bodies—0
Interval Regression: A Comparative Study with Proposed Models—0
AVG-DICE: Stationary Distribution Correction by Regression—0
QCS-ADME: Quantum Circuit Search for Drug Property Prediction with Imbalanced Data and Regression Adaptation—0
CARIL: Confidence-Aware Regression in Imitation Learning for Autonomous DrivingCode0
A Survey on Ordinal Regression: Applications, Advances and Prospects—0
On the Saturation Effects of Spectral Algorithms in Large Dimensions—0
Learning Conditional Average Treatment Effects in Regression Discontinuity Designs using Bayesian Additive Regression Trees—0
Heavy-Tailed Linear Bandits: Huber Regression with One-Pass Update—0
Estimation of total body fat using symbolic regression and evolutionary algorithms—0
Differentially Private Recursive Least Squares Estimation for ARX Systems with Multi-Participants—0
"No negatives needed": weakly-supervised regression for interpretable tumor detection in whole-slide histopathology imagesCode0
An interpretation of the Brownian bridge as a physics-informed prior for the Poisson equation—0
Text classification using machine learning methods—0
Learning with Exact Invariances in Polynomial Time—0
Dam Volume Prediction Model Development Using ML Algorithms—0
Asymptotics of Non-Convex Generalized Linear Models in High-Dimensions: A proof of the replica formula—0
Design of Cavity Backed Slotted Antenna using Machine Learning Regression Model—0
Universality of conformal prediction under the assumption of randomness—0
Learning sparse generalized linear models with binary outcomes via iterative hard thresholding—0
Near-optimal Active Regression of Single-Index Models—0
Sample Selection via Contrastive Fragmentation for Noisy Label RegressionCode0
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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