SOTAVerified

regression

Papers

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Showing 6251–6300 of 9424 papers

TitleStatusHype
Stacked dense optical flows and dropout layers to predict sperm motility and morphology—0
An Experimental Comparison of Old and New Decision Tree Algorithms—0
Adaptive Kernel Value Caching for SVM Training—0
Interaction Hard Thresholding: Consistent Sparse Quadratic Regression in Sub-quadratic Time and Space—0
Predicting Indian stock market using the psycho-linguistic features of financial news—0
White-Box Target Attack for EEG-Based BCI Regression Problems—0
How Implicit Regularization of ReLU Neural Networks Characterizes the Learned Function -- Part I: the 1-D Case of Two Layers with Random First LayerCode0
Localization-aware Channel Pruning for Object Detection—0
The gradient complexity of linear regression—0
Linear Support Vector Regression with Linear ConstraintsCode0
Online tuning and light source control using a physics-informed Gaussian process Adi—0
Seasonally-Adjusted Auto-Regression of Vector Time Series—0
Application of Gaussian Process Regression to Koopman Mode Decomposition for Noisy Dynamic Data—0
Computationally efficient versions of conformal predictive distributions—0
Generalized Learning with Rejection for Classification and Regression Problems—0
Variable Grouping Based Bayesian Additive Regression Tree—0
Enhanced Convolutional Neural Tangent Kernels—0
On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra-observer Variability in 2D Echocardiography Quality Assessment—0
Model Specification Test with Unlabeled Data: Approach from Covariate Shift—0
Regularized Quantile Regression with Interactive Fixed Effects—0
Randomization as Regularization: A Degrees of Freedom Explanation for Random Forest SuccessCode0
Robust contrastive learning and nonlinear ICA in the presence of outliers—0
Detection of Propaganda Using Logistic Regression—0
Geolocation with Attention-Based Multitask Learning Models—0
Does deep learning always outperform simple linear regression in optical imaging?—0
Chirality Nets for Human Pose RegressionCode0
Hierarchical Expert Networks for Meta-Learning—0
Scaling structural learning with NO-BEARS to infer causal transcriptome networksCode0
Automatic Cobb Angle Detection using Vertebra Detector and Vertebra Corners Regression—0
Visual Appearance Based Person Retrieval in Unconstrained Environment Videos—0
Fast acoustic scattering using convolutional neural networksCode0
EnergyStar++: Towards more accurate and explanatory building energy benchmarkingCode0
Heteroscedastic Calibration of Uncertainty Estimators in Deep Learning—0
Bounding Regression Errors in Data-driven Power Grid Steady-state Models—0
Hidden Markov Models for sepsis detection in preterm infants—0
Iterative Hessian Sketch in Input Sparsity TimeCode0
Differentially Private Bayesian Linear RegressionCode0
A First-Order Algorithmic Framework for Wasserstein Distributionally Robust Logistic RegressionCode0
Missing Not at Random in Matrix Completion: The Effectiveness of Estimating Missingness Probabilities Under a Low Nuclear Norm AssumptionCode0
Spectral Algorithm for Low-rank Multitask Regression—0
Dual Instrumental Variable RegressionCode0
The Quo Vadis submission at Traffic4cast 2019Code0
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric LaplaciansCode0
Detection of Adversarial Attacks and Characterization of Adversarial Subspace—0
Inference in High-Dimensional Linear Regression via Lattice Basis Reduction and Integer Relation Detection—0
High dimensional regression for regenerative time-series: an application to road traffic modelingCode0
ERM and RERM are optimal estimators for regression problems when malicious outliers corrupt the labels—0
Fast and Flexible Bayesian Inference in Time-varying Parameter Regression Models—0
Sparse Orthogonal Variational Inference for Gaussian ProcessesCode1
Towards Fast Displaced Vertex Finding—0
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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