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regression

Papers

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Showing 8151–8200 of 9424 papers

TitleStatusHype
High SNR Consistent Compressive Sensing—0
mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box FunctionsCode0
Model-Agnostic Meta-Learning for Fast Adaptation of Deep NetworksCode1
Learning Active Learning from DataCode0
Unsupervised Ensemble Regression—0
Sparse Quadratic Logistic Regression in Sub-quadratic Time—0
Exploiting Strong Convexity from Data with Primal-Dual First-Order Algorithms—0
Deep Head Pose Estimation from Depth Data for In-car Automotive Applications—0
Learning Robot Activities from First-Person Human Videos Using Convolutional Future Regression—0
Active Learning for Cost-Sensitive Classification—0
Encrypted accelerated least squares regression—0
Evaluation of Machine Learning Methods to Predict Coronary Artery Disease Using Metabolomic Data—0
Predicting Slice-to-Volume Transformation in Presence of Arbitrary Subject MotionCode0
Optimal Categorical Attribute Transformation for Granularity Change in Relational Databases for Binary Decision Problems in Educational Data Mining—0
Optimal algorithms for smooth and strongly convex distributed optimization in networksCode0
Iterative Bayesian Learning for Crowdsourced Regression—0
Learning rates for classification with Gaussian kernels—0
An update on statistical boosting in biomedicine—0
Memory-Efficient Global Refinement of Decision-Tree Ensembles and its Application to Face Alignment—0
Age Progression/Regression by Conditional Adversarial AutoencoderCode0
An Efficient Pseudo-likelihood Method for Sparse Binary Pairwise Markov Network Estimation—0
Embarrassingly Parallel Inference for Gaussian ProcessesCode0
Selection of training populations (and other subset selection problems) with an accelerated genetic algorithm (STPGA: An R-package for selection of training populations with a genetic algorithm)—0
Efficient coordinate-wise leading eigenvector computation—0
Learning Rates for Kernel-Based Expectile Regression—0
Computationally Efficient Robust Estimation of Sparse Functionals—0
Sobolev Norm Learning Rates for Regularized Least-Squares Algorithm—0
GapTV: Accurate and Interpretable Low-Dimensional Regression and Classification—0
k-Means Clustering and Ensemble of Regressions: An Algorithm for the ISIC 2017 Skin Lesion Segmentation Challenge—0
liquidSVM: A Fast and Versatile SVM packageCode0
Regularizing Face Verification Nets For Pain Intensity RegressionCode0
Interpreting Outliers: Localized Logistic Regression for Density Ratio Estimation—0
Delving Deeper into MOOC Student Dropout Prediction—0
Stochastic Composite Least-Squares Regression with convergence rate O(1/n)—0
Uniform Inference for High-dimensional Quantile Regression: Linear Functionals and Regression Rank Scores—0
A Statistical Learning Approach to Modal Regression—0
SAGA and Restricted Strong Convexity—0
Machine learning prediction errors better than DFT accuracy—0
Approximate Bayes learning of stochastic differential equations—0
Predicting Surgery Duration with Neural Heteroscedastic Regression—0
Solving Equations of Random Convex Functions via Anchored Regression—0
Tree Ensembles with Rule Structured Horseshoe Regularization—0
A concentration inequality for the excess risk in least-squares regression with random design and heteroscedastic noise—0
Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging—0
Robust Regression via Mutivariate Regression Depth—0
metboost: Exploratory regression analysis with hierarchically clustered dataCode0
Design of a Time Delay Reservoir Using Stochastic Logic: A Feasibility Study—0
Coresets for Kernel Regression—0
Stochastic Configuration Networks: Fundamentals and Algorithms—0
Driver Drowsiness Estimation from EEG Signals Using Online Weighted Adaptation Regularization for Regression (OwARR)—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