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regression

Papers

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Showing 9351–9400 of 9424 papers

TitleStatusHype
Deep learning with differential Gaussian process flowsCode0
SketchySGD: Reliable Stochastic Optimization via Randomized Curvature EstimatesCode0
Ridge Regression and Provable Deterministic Ridge Leverage Score SamplingCode0
Ridge Regression and Provable Deterministic Ridge Leverage Score SamplingCode0
SLEIPNIR: Deterministic and Provably Accurate Feature Expansion for Gaussian Process Regression with DerivativesCode0
Significance Tests for Neural NetworksCode0
Kernel-Based Ensemble Learning in PythonCode0
Neural Predictor for Neural Architecture SearchCode0
Kernel-Based Just-In-Time Learning for Passing Expectation Propagation MessagesCode0
Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging DataCode0
Causally Denoise Word Embeddings Using Half-Sibling RegressionCode0
Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance LearningCode0
Sliding Line Point Regression for Shape Robust Scene Text DetectionCode0
Causal Interaction Trees: Tree-Based Subgroup Identification for Observational DataCode0
Adversarial regression training for visualizing the progression of chronic obstructive pulmonary disease with chest x-raysCode0
Kernel Cox partially linear regression: building predictive models for cancer patients' survivalCode0
Deep Learning for Multi-Country GDP Prediction: A Study of Model Performance and Data ImpactCode0
An Interpretable Adaptive Multiscale Attention Deep Neural Network for Tabular DataCode0
Ridge Regression: Structure, Cross-Validation, and SketchingCode0
Slope and generalization properties of neural networksCode0
Layered Models can "Automatically" Regularize and Discover Low-Dimensional Structures via Feature LearningCode0
Bayesian nonparametric discontinuity designCode0
The Earth Mover's Pinball Loss: Quantiles for Histogram-Valued RegressionCode0
Predicting Rare Events by Shrinking Towards Proportional OddsCode0
Kernel Mean Embedding of Instance-wise Predictions in Multiple Instance RegressionCode0
Case-Base Neural Networks: survival analysis with time-varying, higher-order interactionsCode0
Kernel Mode Decomposition and programmable/interpretable regression networksCode0
Structural Entropy Guided Probabilistic CodingCode0
CARIL: Confidence-Aware Regression in Imitation Learning for Autonomous DrivingCode0
Deep learning-based estimation of time-dependent parameters in Markov models with application to nonlinear regression and SDEsCode0
Asymptotically Optimal Exact Minibatch Metropolis-HastingsCode0
Slowly Varying Regression under SparsityCode0
An Intermediate-level Attack Framework on The Basis of Linear RegressionCode0
Predicting Slice-to-Volume Transformation in Presence of Arbitrary Subject MotionCode0
Verifiably Robust Conformal PredictionCode0
Neuronal Gaussian Process RegressionCode0
Beyond Tides and Time: Machine Learning Triumph in Water QualityCode0
New Coresets for Projective Clustering and ApplicationsCode0
Asymptotically free sketched ridge ensembles: Risks, cross-validation, and tuningCode0
RIFLE: Imputation and Robust Inference from Low Order MarginalsCode0
SMART: A Flexible Approach to Regression using Spline-Based Multivariate Adaptive Regression TreesCode0
Predicting the cardinality and maximum degree of a reduced Gröbner basisCode0
Two-stage Convolutional Part Heatmap Regression for the 1st 3D Face Alignment in the Wild (3DFAW) ChallengeCode0
A Subsampling Based Neural Network for Spatial DataCode0
Towards Flexible Time-to-event Modeling: Optimizing Neural Networks via Rank RegressionCode0
Next-best-view Regression using a 3D Convolutional Neural NetworkCode0
Towards gain tuning for numerical KKL observersCode0
CardioCaps: Attention-based Capsule Network for Class-Imbalanced Echocardiogram ClassificationCode0
Capturing Between-Tasks Covariance and Similarities Using Multivariate Linear Mixed ModelsCode0
Deep Learning Approach for Dynamic Sampling for Multichannel Mass Spectrometry ImagingCode0
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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