SOTAVerified

regression

Papers

Showing 66016650 of 9424 papers

TitleStatusHype
Quality of Uncertainty Quantification for Bayesian Neural Network Inference0
A support vector regression-based multi-fidelity surrogate model0
Asymmetric Random Projections0
Max-Affine Regression: Provable, Tractable, and Near-Optimal Statistical Estimation0
Let's Take This Online: Adapting Scene Coordinate Regression Network Predictions for Online RGB-D Camera Relocalisation0
Online A-Optimal Design and Active Linear Regression0
Semi-supervised Logistic Learning Based on Exponential Tilt Mixture Models0
Bayesian inverse regression for dimension reduction with small datasets0
An Action Recognition network for specific target based on rMC and RPN0
Symbolic regression by uniform random global searchCode0
Model selection for high-dimensional linear regression with dependent observations0
Locate, Size and Count: Accurately Resolving People in Dense Crowds via DetectionCode0
Exploiting Unsupervised Pre-training and Automated Feature Engineering for Low-resource Hate Speech Detection in Polish0
Error Correcting Algorithms for Sparsely Correlated Regressors0
An Attention-Guided Deep Regression Model for Landmark Detection in Cephalograms0
Efficient and Accurate Face Alignment by Global Regression and Cascaded Local Refinement0
Agriculture Commodity Arrival Prediction using Remote Sensing Data: Insights and Beyond0
Spectrally-truncated kernel ridge regression and its free lunch0
Correlating Twitter Language with Community-Level Health OutcomesCode0
Robust Regression for Safe Exploration in Control0
Finite Sample Analysis Of Dynamic Regression Parameter Learning0
Grid R-CNN Plus: Faster and BetterCode0
Distributed High-dimensional Regression Under a Quantile Loss Function0
Interpretable Few-Shot Learning via Linear Distillation0
Exploring Bayesian approaches to eQTL mapping through probabilistic programmingCode0
Nonparametric Identification and Estimation with Independent, Discrete Instruments0
Pairwise Fairness for Ranking and Regression0
Evaluation of Dataflow through layers of Deep Neural Networks in Classification and Regression ProblemsCode0
Extending Deep Learning Models for Limit Order Books to Quantile Regression0
Bias-Aware Inference in Fuzzy Regression Discontinuity Designs0
Heterogeneous network approach to predict individuals' mental health0
Medium-Term Load Forecasting Using Support Vector Regression, Feature Selection, and Symbiotic Organism Search Optimization0
The Regression Discontinuity DesignCode0
Selection consistency of Lasso-based procedures for misspecified high-dimensional binary model and random regressors0
Mean estimation and regression under heavy-tailed distributions--a survey0
A Regression Approach to Certain Information Transmission Problems0
Exploration and Exploitation in Symbolic Regression using Quality-Diversity and Evolutionary Strategies Algorithms0
The Impact of Regularization on High-dimensional Logistic Regression0
Understanding overfitting peaks in generalization error: Analytical risk curves for l_2 and l_1 penalized interpolation0
Disentangled State Space Representations0
Visual Backpropagation0
Occluded Face Recognition Using Low-rank Regression with Generalized Gradient DirectionCode0
Noise Contrastive Meta-Learning for Conditional Density Estimation using Kernel Mean Embeddings0
Weakly Supervised Object Detection with 2D and 3D Regression Neural Networks0
Generalized Linear Rule Models0
Reliable training and estimation of variance networksCode0
Manifold-regression to predict from MEG/EEG brain signals without source modelingCode0
Fréchet random forests for metric space valued regression with non euclidean predictors0
On the number of variables to use in principal component regression0
Uniform Error Bounds for Gaussian Process Regression with Application to Safe Control0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified