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regression

Papers

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Showing 7801–7850 of 9424 papers

TitleStatusHype
Lancaster A at SemEval-2017 Task 5: Evaluation metrics matter: predicting sentiment from financial news headlinesCode0
Explainable Contextual Anomaly Detection using Quantile Regression ForestsCode0
Robust and Scalable Gaussian Process Regression and Its ApplicationsCode0
Towards out of distribution generalization for problems in mechanicsCode0
Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance ReductionCode0
Towards perspective-free object counting with deep learningCode0
Nonconvex Optimization for Regression with Fairness ConstraintsCode0
Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust RegressionCode0
Deep Dirichlet Multinomial RegressionCode0
Estimating Individual Treatment Effects using Non-Parametric Regression Models: a ReviewCode0
Environment Invariant Linear Least SquaresCode0
Laplace approximation for logistic Gaussian process density estimation and regressionCode0
A Comparison of Machine Learning Algorithms Applied to American Legislature PolarizationCode0
The GA-cal software for the automatic calibration of soil constitutive laws: a tutorial and a user manualCode0
Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multiphase flow in heterogeneous mediaCode0
Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN RegressionCode0
Large-scale biometry with interpretable neural network regression on UK Biobank body MRICode0
Iteratively Reweighted _1-Penalized Robust RegressionCode0
Robust Boosting for Regression ProblemsCode0
ADMM-SOFTMAX : An ADMM Approach for Multinomial Logistic RegressionCode0
Large Scale Constrained Linear Regression Revisited: Faster Algorithms via PreconditioningCode0
Large-Scale Education Reform in General Equilibrium: Regression Discontinuity Evidence from India: CommentCode0
Estimating The Effect Of Subscription based Streaming Services On The Demand For Game ConsolesCode0
A Deeply-initialized Coarse-to-fine Ensemble of Regression Trees for Face AlignmentCode0
Adversarial Regression Learning for Bone Age EstimationCode0
Ensembles of Probabilistic Regression TreesCode0
"No negatives needed": weakly-supervised regression for interpretable tumor detection in whole-slide histopathology imagesCode0
Estimating Train Delays in a Large Rail Network Using a Zero Shot Markov ModelCode0
Can a single neuron learn predictive uncertainty?Code0
Estimating Uncertainty Intervals from Collaborating NetworksCode0
Uniform Kernel ProberCode0
Two-step penalised logistic regression for multi-omic data with an application to cardiometabolic syndromeCode0
Improving Non-Intrusive Load Disaggregation through an Attention-Based Deep Neural NetworkCode0
Estimation and Feature Selection in Mixtures of Generalized Linear Experts ModelsCode0
Ensemble Multi-Quantiles: Adaptively Flexible Distribution Prediction for Uncertainty QuantificationCode0
An integrated perspective of robustness in regression through the lens of the bias-variance trade-offCode0
A Structured Prediction Approach for Label RankingCode0
A new approach to locally adaptive polynomial regressionCode0
Best Response RegressionCode0
Nonlinear Causal Discovery via Kernel Anchor RegressionCode0
A hybrid ensemble method with negative correlation learning for regressionCode0
Nonlinear demixed component analysis for neural population data as a low-rank kernel regression problemCode0
Deep clustering: On the link between discriminative models and K-meansCode0
UW-FinSent at SemEval-2017 Task 5: Sentiment Analysis on Financial News Headlines using Training Dataset AugmentationCode0
Towards safe Bayesian optimization with Wiener kernel regressionCode0
Bayesian Topic Regression for Causal InferenceCode0
The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspectiveCode0
Nonlinear generalization of the monotone single index modelCode0
Can a Quantum Support Vector Machine algorithm be utilized to identify Key Biomarkers from Multi-Omics data of COVID19 patients?Code0
A Comparison of Deep Learning Methods for Cell Detection in Digital CytologyCode0
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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