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regression

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Showing 4301–4350 of 9424 papers

TitleStatusHype
Batch Inverse-Variance Weighting: Deep Heteroscedastic Regression—0
Scaling Gaussian Processes with Derivative Information Using Variational Inference—0
A Dataset and Method for Hallux Valgus Angle Estimation Based on Deep Learing—0
Adaptive Stress Testing for Adversarial Learning in a Financial Environment—0
Identification and Adaptation with Binary-Valued Observations under Non-Persistent Excitation Condition—0
Harnessing Heterogeneity: Learning from Decomposed Feedback in Bayesian Modeling—0
Coastal water quality prediction based on machine learning with feature interpretation and spatio-temporal analysis—0
Dynamic Ordered Panel Logit Models—0
Robust Variable Selection and Estimation Via Adaptive Elastic Net S-Estimators for Linear RegressionCode0
Disentangle Your Dense Object DetectorCode1
Probabilistic partition of unity networks: clustering based deep approximation—0
Identification of Dynamical Systems using Symbolic Regression—0
An Inverse QSAR Method Based on Linear Regression and Integer Programming—0
T-LoHo: A Bayesian Regularization Model for Structured Sparsity and Smoothness on GraphsCode0
EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal DataCode0
Weighted Gaussian Process Bandits for Non-stationary Environments—0
Inferring the Structure of Ordinary Differential Equations—0
Near-optimal inference in adaptive linear regression—0
Efficient First-Order Contextual Bandits: Prediction, Allocation, and Triangular Discrimination—0
UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised LearningCode0
Meta-learning Amidst Heterogeneity and AmbiguityCode0
Multivariate functional group sparse regression: functional predictor selectionCode0
Autoencoder based Randomized Learning of Feedforward Neural Networks for Regression—0
A Theoretical Analysis of Fine-tuning with Linear Teachers—0
Boost-R: Gradient Boosted Trees for Recurrence Data—0
Sibling Regression for Generalized Linear Models—0
Short-term probabilistic photovoltaic power forecast based on deep convolutional long short-term memory network and kernel density estimation—0
Slope and generalization properties of neural networksCode0
Theory of Deep Convolutional Neural Networks III: Approximating Radial Functions—0
Solving Machine Learning ProblemsCode0
Polarized Self-Attention: Towards High-quality Pixel-wise RegressionCode1
Modelling Neuronal Behaviour with Time Series Regression: Recurrent Neural Networks on C. Elegans Data—0
Machine learning based iterative learning control for non-repetitive time-varying systems—0
Valid prediction intervals for regression problemsCode1
Ethical AI-Powered Regression Test Selection—0
Active-set algorithms based statistical inference for shape-restricted generalized additive Cox regression models—0
Using Robust Regression to Find Font Usage Trends—0
Evolving-Graph Gaussian ProcessesCode0
A Non-parametric View of FedAvg and FedProx: Beyond Stationary Points—0
Counterfactual Explanations for Arbitrary Regression Models—0
Regression analysis of distributional data through Multi-Marginal Optimal transport—0
PNet -- A Deep Learning Based Photometry and Astrometry Bayesian Framework—0
Fast Bayesian Variable Selection in Binomial and Negative Binomial RegressionCode1
Adversarial Robustness of Streaming Algorithms through Importance Sampling—0
Representation Based Regression for Object Distance EstimationCode1
SymbolicGPT: A Generative Transformer Model for Symbolic RegressionCode1
FCMI: Feature Correlation based Missing Data Imputation—0
A proximal-proximal majorization-minimization algorithm for nonconvex tuning-free robust regression problems—0
Privacy Threats Analysis to Secure Federated Learning—0
Stochastic Projective Splitting: Solving Saddle-Point Problems with Multiple Regularizers—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