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regression

Papers

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Showing 8151–8200 of 9424 papers

TitleStatusHype
One-Shot Decision-Making with and without SurrogatesCode0
Leveraging Pre-Trained Acoustic Feature Extractor For Affective Vocal Bursts TasksCode0
Leveraging Probabilistic Circuits for Nonparametric Multi-Output RegressionCode0
WONDER: Weighted one-shot distributed ridge regression in high dimensionsCode0
Uncertainty-Aware Regression for Socio-Economic Estimation via Multi-View Remote SensingCode0
FCM-RDpA: TSK Fuzzy Regression Model Construction Using Fuzzy C-Means Clustering, Regularization, DropRule, and Powerball AdaBeliefCode0
One-shot Face Recognition by Promoting Underrepresented ClassesCode0
CAESar: Conditional Autoregressive Expected ShortfallCode0
Efficient computation of predictive probabilities in probit models via expectation propagationCode0
Cadre Modeling: Simultaneously Discovering Subpopulations and Predictive ModelsCode0
Leveraging unsupervised data and domain adaptation for deep regression in low-cost sensor calibrationCode0
ProGReST: Prototypical Graph Regression Soft Trees for Molecular Property PredictionCode0
The Onset of Variance-Limited Behavior for Networks in the Lazy and Rich RegimesCode0
Transfer learning for semantic similarity measures based on symbolic regressionCode0
LFFR: Logistic Function For (single-output) RegressionCode0
Feature Relevance Bounds for Ordinal RegressionCode0
Corruption-tolerant Algorithms for Generalized Linear ModelsCode0
Projected Statistical Methods for Distributional Data on the Real Line with the Wasserstein MetricCode0
Robust Variable Selection and Estimation Via Adaptive Elastic Net S-Estimators for Linear RegressionCode0
Efficient Algorithms for Multidimensional Segmented RegressionCode0
Adaptive Sampling of Pareto Frontiers with Binary Constraints Using Regression and ClassificationCode0
The Ordered Weighted _1 Norm: Atomic Formulation, Projections, and AlgorithmsCode0
LiDAR-based localization using universal encoding and memory-aware regressionCode0
Correlating Twitter Language with Community-Level Health OutcomesCode0
Transfer Learning of CATE with Kernel Ridge RegressionCode0
A Spectral Library and Method for Sparse Unmixing of Hyperspectral Images in Fluorescence Guided Resection of Brain TumorsCode0
On Fast Leverage Score Sampling and Optimal LearningCode0
A Sparsity Inducing Nuclear-Norm Estimator (SpINNEr) for Matrix-Variate Regression in Brain Connectivity AnalysisCode0
Effective Non-Random Extreme Learning MachineCode0
Feature Selection with Annealing for Computer Vision and Big Data LearningCode0
Building semi-supervised decision trees with semi-cart algorithmCode0
Feature space approximation for kernel-based supervised learningCode0
Correcting for Selection Bias and Missing Response in Regression using Privileged InformationCode0
Bayesian logistic regression for online recalibration and revision of risk prediction models with performance guaranteesCode0
Surrogate-based Autotuning for Randomized Sketching Algorithms in Regression ProblemsCode0
Corneal endothelium assessment in specular microscopy images with Fuchs' dystrophy via deep regression of signed distance mapsCode0
3D Human Pose Regression using Graph Convolutional NetworkCode0
Sparse online variational Bayesian regressionCode0
Roughness of molecular property landscapes and its impact on modellabilityCode0
On Instrumental Variable Regression for Deep Offline Policy EvaluationCode0
Federated Learning From Big Data Over NetworksCode0
LIMEtree: Consistent and Faithful Multi-class ExplanationsCode0
Propagating Confidences through CNNs for Sparse Data RegressionCode0
(Why) Is My Prompt Getting Worse? Rethinking Regression Testing for Evolving LLM APIsCode0
An Experimental Evaluation of Japanese Tokenizers for Sentiment-Based Text ClassificationCode0
Propagation on Multi-relational Graphs for Node RegressionCode0
Fenrir: Physics-Enhanced Regression for Initial Value ProblemsCode0
PROPEL: Probabilistic Parametric Regression Loss for Convolutional Neural NetworksCode0
B-SMALL: A Bayesian Neural Network approach to Sparse Model-Agnostic Meta-LearningCode0
FETILDA: An Effective Framework For Fin-tuned Embeddings For Long Financial Text DocumentsCode0
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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