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regression

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Showing 3901–3950 of 9424 papers

TitleStatusHype
Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma DistributionsCode1
On the Equivalence between Neural Network and Support Vector MachineCode0
Classification of the Chess Endgame problem using Logistic Regression, Decision Trees, and Neural Networks—0
Active Linear Regression for _p Norms and Beyond—0
Generalized Kernel Ridge Regression for Causal Inference with Missing-at-Random Sample Selection—0
Harmless interpolation in regression and classification with structured features—0
Analysis of Sectoral Profitability of the Indian Stock Market Using an LSTM Regression Model—0
Solution to the Non-Monotonicity and Crossing Problems in Quantile Regression—0
Consistent Sufficient Explanations and Minimal Local Rules for explaining regression and classification modelsCode1
SEOFP-NET: Compression and Acceleration of Deep Neural Networks for Speech Enhancement Using Sign-Exponent-Only Floating-Points—0
Lattice gauge symmetry in neural networksCode0
What augmentations are sensitive to hyper-parameters and why?—0
On pseudo-absence generation and machine learning for locust breeding ground prediction in AfricaCode0
Bootstrap inference for panel data quantile regression—0
Edge Tracing using Gaussian Process RegressionCode1
Cyber Risk Frequency, Severity and Insurance Viability—0
Consistent Estimation for PCA and Sparse Regression with Oblivious Outliers—0
Label Ranking through Nonparametric Regression—0
LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for LassoCode1
Evaluation of Tree Based Regression over Multiple Linear Regression for Non-normally Distributed Data in Battery Performance—0
Subpixel Heatmap Regression for Facial Landmark Localization—0
Faster Algorithms for Learning Convex Functions—0
Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge—0
Boundary Distribution Estimation for Precise Object Detection—0
Efficient Hierarchical Bayesian Inference for Spatio-temporal Regression Models in NeuroimagingCode0
Generating Realistic Natural Language Counterfactuals—0
Dynamics of Local Elasticity During Training of Neural NetsCode0
Learning Eye-in-Hand Camera Calibration from a Single Image—0
Nonparametric Cointegrating Regression Functions with Endogeneity and Semi-Long Memory—0
PDE-READ: Human-readable Partial Differential Equation Discovery using Deep LearningCode1
Feature Aggregation and Refinement Network for 2D AnatomicalLandmark DetectionCode1
Efficient, Anytime Algorithms for Calibration with Isotonic Regression under Strictly Convex Losses—0
Geometry-Aware Hierarchical Bayesian Learning on Manifolds—0
Differentiable Tracking-Based Training of Deep Learning Sound Source LocalizersCode1
High-dimensional multi-trait GWAS by reverse prediction of genotypesCode0
Comparing Machine Learning-Centered Approaches for Forecasting Language Patterns During Frustration in Early Childhood—0
False Positive Detection and Prediction Quality Estimation for LiDAR Point Cloud Segmentation—0
Symbolic Regression via Neural-Guided Genetic Programming Population SeedingCode1
Optimal prediction for kernel-based semi-functional linear regression—0
Physics-informed linear regression is competitive with two Machine Learning methods in residential building MPC—0
Selective Regression Under Fairness CriteriaCode0
Aggregation as Unsupervised Learning and its Evaluation—0
Sliding Sequential CVAE with Time Variant Socially-aware Rethinking for Trajectory Prediction—0
Improving Causal Effect Estimation of Weighted RegressionBased Estimator using Neural Networks—0
Validating Gaussian Process Models with Simulation-Based Calibration—0
Spectrahedral Regression—0
Nearest neighbor empirical processes—0
Fuzzy Generative Adversarial Networks—0
Scalable Bayesian Network Structure Learning with Splines—0
Polynomial-Spline Neural Networks with Exact Integrals—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