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regression

Papers

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Showing 7001–7050 of 9424 papers

TitleStatusHype
Interaction-Transformation Evolutionary Algorithm for Symbolic RegressionCode0
KTBoost: Combined Kernel and Tree BoostingCode0
Hybrid Forest: A Concept Drift Aware Data Stream Mining AlgorithmCode0
Iterative Least Trimmed Squares for Mixed Linear Regression—0
Space lower bounds for linear prediction in the streaming model—0
Super-realtime facial landmark detection and shape fitting by deep regression of shape model parametersCode0
Scalable Nonparametric Sampling from Multimodal Posteriors with the Posterior BootstrapCode0
Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization through Self-Concordance—0
Scalable Holistic Linear Regression—0
Censored Quantile Regression ForestsCode0
Handling correlated and repeated measurements with the smoothed multivariate square-root LassoCode0
Sparse Regression and Adaptive Feature Generation for the Discovery of Dynamical Systems—0
Robust One-Class Kernel Spectral Regression—0
Principal Model Analysis Based on Partial Least Squares—0
Consistent Risk Estimation in Moderately High-Dimensional Linear Regression—0
Face Alignment using a 3D Deeply-initialized Ensemble of Regression TreesCode0
Robust Regression via Online Feature Selection under Adversarial Data Corruption—0
A General Theory for Structured Prediction with Smooth Convex Surrogates—0
Minimax experimental design: Bridging the gap between statistical and worst-case approaches to least squares regression—0
Online Diversity Control in Symbolic Regression via a Fast Hash-based Tree Similarity Measure—0
Deep Learning for Vertex Reconstruction of Neutrino-Nucleus Interaction Events with Combined Energy and Time Data—0
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning—0
The Spatially-Conscious Machine Learning Model—0
Semi-Supervised Ordinal Regression Based on Empirical Risk Minimization—0
Contrasting Exploration in Parameter and Action Space: A Zeroth-Order Optimization PerspectiveCode0
Improving SGD convergence by online linear regression of gradients in multiple statistically relevant directionsCode0
Ensembling methods for countrywide short term forecasting of gas demand—0
Bayesian nonparametric multiway regression for clustered binomial dataCode0
End-to-End Probabilistic Inference for Nonstationary Audio AnalysisCode0
Which Surrogate Works for Empirical Performance Modelling? A Case Study with Differential Evolution—0
General Fair Empirical Risk Minimization—0
A maximum principle argument for the uniform convergence of graph Laplacian regressors—0
Hyperspherical Prototype NetworksCode0
Rank-one Convexification for Sparse Regression—0
Fair Regression for Health Care SpendingCode0
Secure multi-party linear regression at plaintext speedCode0
On Random Subsampling of Gaussian Process Regression: A Graphon-Based Analysis—0
ADMM-SOFTMAX : An ADMM Approach for Multinomial Logistic RegressionCode0
SelectiveNet: A Deep Neural Network with an Integrated Reject OptionCode0
Bayesian surrogate learning in dynamic simulator-based regression problems—0
Provably efficient RL with Rich Observations via Latent State DecodingCode0
High Dimensional Robust M-Estimation: Arbitrary Corruption and Heavy Tails—0
Petrophysical Property Estimation from Seismic Data Using Recurrent Neural Networks—0
Deep Neural Linear Bandits: Overcoming Catastrophic Forgetting through Likelihood Matching—0
Neural-Guided Symbolic Regression with Asymptotic ConstraintsCode0
A Review on Quantile Regression for Stochastic Computer Experiments—0
Stochastic Gradient TreesCode0
Exploring Uncertainty in Conditional Multi-Modal Retrieval Systems—0
Solving All Regression Models For Learning Gaussian Networks Using Givens Rotations—0
The autofeat Python Library for Automated Feature Engineering and SelectionCode0
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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