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regression

Papers

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Showing 7951–8000 of 9424 papers

TitleStatusHype
DART: Dropouts meet Multiple Additive Regression TreesCode0
Solving the Exponential Growth of Symbolic Regression Trees in Geometric Semantic Genetic ProgrammingCode0
ZhuSuan: A Library for Bayesian Deep LearningCode0
Subspace Inference for Bayesian Deep LearningCode0
CVA Sensitivities, Hedging and RiskCode0
An Integral Pose Regression System for the ECCV2018 PoseTrack ChallengeCode0
Learning from the past, predicting the statistics for the future, learning an evolving systemCode0
Subspace Network: Deep Multi-Task Censored Regression for Modeling Neurodegenerative DiseasesCode0
Robust Local Polynomial Regression with Similarity KernelsCode0
Learning Functional TransductionCode0
Exploiting Unlabeled Data in CNNs by Self-supervised Learning to RankCode0
A Statistical Comparison of Some Theories of NP Word OrderCode0
Learning Gaussian Processes by Minimizing PAC-Bayesian Generalization BoundsCode0
Learning Graph-Level Representation for Drug DiscoveryCode0
Exploration of register-dependent lexical semantics using word embeddingsCode0
Regression Networks for Meta-Learning Few-Shot ClassificationCode0
Exploring Bayesian approaches to eQTL mapping through probabilistic programmingCode0
Exploring Boundaries and Intensities in Offensive and Hate Speech: Unveiling the Complex Spectrum of Social Media DiscourseCode0
Systematically designing better instance counting models on cell images with Neural Arithmetic Logic UnitsCode0
Learning High-Frequency Functions Made Easy with Sinusoidal Positional EncodingCode0
Emo2Vec: Learning Generalized Emotion Representation by Multi-task TrainingCode0
A Mixed Classification-Regression Framework for 3D Pose Estimation from 2D ImagesCode0
What to Expect of Classifiers? Reasoning about Logistic Regression with Missing FeaturesCode0
Exploring Generative Adversarial Networks for Image-to-Image Translation in STEM SimulationCode0
Exploring helical dynamos with machine learningCode0
Additive Gaussian ProcessesCode0
Tractable Approximate Gaussian Inference for Bayesian Neural NetworksCode0
Exploring Semantic Capacity of TermsCode0
Priors for symbolic regressionCode0
The Importance of Landscape Features for Performance Prediction of Modular CMA-ES VariantsCode0
Learning in High-Dimensional Feature Spaces Using ANOVA-Based Fast Matrix-Vector MultiplicationCode0
Learning Integral Representations of Gaussian ProcessesCode0
Univariate Skeleton Prediction in Multivariate Systems Using TransformersCode0
Additive Approximations in High Dimensional Nonparametric Regression via the SALSACode0
Curriculum semi-supervised segmentationCode0
Robustness Auditing for Linear Regression: To Singularity and BeyondCode0
Learning Inverse Depth Regression for Multi-View Stereo with Correlation Cost VolumeCode0
Exponential Family Model-Based Reinforcement Learning via Score MatchingCode0
Non-Stationary Gaussian Process Regression with Hamiltonian Monte CarloCode0
ULTRA: Uncertainty-aware Label Distribution Learning for Breast Tumor Cellularity AssessmentCode0
Learning Label Encodings for Deep RegressionCode0
Learning Less is More - 6D Camera Localization via 3D Surface RegressionCode0
Non-Stationary Spectral KernelsCode0
Privacy-Preserving CNN Training with Transfer Learning: Multiclass Logistic RegressionCode0
Calibration tests beyond classificationCode0
Actively Learning Gaussian Process DynamicsCode0
Vanilla Gradient Descent for Oblique Decision TreesCode0
SWAP: Sparse Entropic Wasserstein Regression for Robust Network PruningCode0
Privacy-Preserving Logistic Regression Training with A Faster Gradient VariantCode0
Privacy-preserving Logistic Regression with Secret SharingCode0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

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