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regression

Papers

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Showing 1401–1450 of 9424 papers

TitleStatusHype
Beyond UCB: Optimal and Efficient Contextual Bandits with Regression Oracles—0
Beyond Uniform Lipschitz Condition in Differentially Private Optimization—0
Bias-Aware Inference in Fuzzy Regression Discontinuity Designs—0
Bias-Aware Inference in Regularized Regression Models—0
Bias-Compensated Integral Regression for Human Pose Estimation—0
Bias Correction for Regularized Regression and its Application in Learning with Streaming Data—0
Causal Inference for Experiments with Latent Outcomes: Key Results and Their Implications for Design and Analysis—0
Better Modelling Out-of-Distribution Regression on Distributed Acoustic Sensor Data Using Anchored Hidden State Mixup—0
Bias-variance decomposition of overparameterized regression with random linear features—0
BIBI: Bayesian Inference of Breed Composition—0
Bi-box Regression for Pedestrian Detection and Occlusion Estimation—0
An Efficient Implementation for Spatial-Temporal Gaussian Process Regression and Its Applications—0
A Comparison of Recent Algorithms for Symbolic Regression to Genetic Programming—0
Bidirectional Regression for Arbitrary-Shaped Text Detection—0
Big Data analytics. Three use cases with R, Python and Spark—0
Big Data Regression Using Tree Based Segmentation—0
Bi-invariant Geodesic Regression with Data from the Osteoarthritis Initiative—0
Bilateral Ordinal Relevance Multi-Instance Regression for Facial Action Unit Intensity Estimation—0
An Epsilon Hierarchical Fuzzy Twin Support Vector Regression—0
Binarised Regression with Instance-Varying Costs: Evaluation using Impact Curves—0
Binary AddiVortes: (Bayesian) Additive Voronoi Tessellations for Binary Classification with an application to Predicting Home Mortgage Application Outcomes—0
Binary and Multinomial Classification through Evolutionary Symbolic Regression—0
BET: Bayesian Ensemble Trees for Clustering and Prediction in Heterogeneous Data—0
Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts—0
Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models—0
Binary Space Partitioning Forests—0
A Neural Network Anomaly Detector Using the Random Cluster Model—0
A Dirty Model for Multi-task Learning—0
RSRM: Reinforcement Symbolic Regression Machine—0
Approaches to biological species delimitation based on genetic and spatial dissimilarity—0
Beta regression mixed model applied to sensory analysis—0
Beta quantile regression for robust estimation of uncertainty in the presence of outliers—0
Bitcoin Price Predictive Modeling Using Expert Correction—0
Bite-Weight Estimation Using Commercial Ear Buds—0
An Efficient Data Analysis Method for Big Data using Multiple-Model Linear Regression—0
Bivariate vine copula based regression, bivariate level and quantile curves—0
Best Subset Selection via a Modern Optimization Lens—0
Black Box Algorithm Selection by Convolutional Neural Network—0
Simultaneous Best Subset Selection and Dimension Reduction via Primal-Dual Iterations—0
BLAZE: Blazing Fast Privacy-Preserving Machine Learning—0
An Efficient Augmented Lagrangian Based Method for Constrained Lasso—0
Phase transitions in nonparametric regressions—0
Blessing of Dimensionality: High-Dimensional Feature and Its Efficient Compression for Face Verification—0
Blessings and Curses of Covariate Shifts: Adversarial Learning Dynamics, Directional Convergence, and Equilibria—0
Blind Acoustic Parameter Estimation Through Task-Agnostic Embeddings Using Latent Approximations—0
Blind Polynomial Regression—0
Blind Regression: Nonparametric Regression for Latent Variable Models via Collaborative Filtering—0
BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees—0
Blitzkriging: Kronecker-structured Stochastic Gaussian Processes—0
A Directional Rockafellar-Uryasev Regression—0
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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