SOTAVerified

regression

Papers

Showing 81018150 of 9424 papers

TitleStatusHype
Training L1-Regularized Models with Orthant-Wise Passive Descent Algorithms0
Elite Bases Regression: A Real-time Algorithm for Symbolic Regression0
Denoising Linear Models with Permuted Data0
Camera Pose Filtering with Local Regression Geodesics on the Riemannian Manifold of Dual Quaternions0
Asynchronous Distributed Variational Gaussian Processes for Regression0
Time Series Prediction for Graphs in Kernel and Dissimilarity SpacesCode0
Feature selection algorithm based on Catastrophe model to improve the performance of regression analysis0
25 Tweets to Know You: A New Model to Predict Personality with Social Media0
Statistical inference for high dimensional regression via Constrained Lasso0
Interval Arithmetic and Interval-Aware Operators for Genetic Programming0
AMTnet: Action-Micro-Tube Regression by End-to-end Trainable Deep Architecture0
Learning Linear Feature Space Transformations in Symbolic Regression0
Fast multi-output relevance vector regression0
Liquid Splash Modeling with Neural NetworksCode0
2D-3D Pose Consistency-based Conditional Random Fields for 3D Human Pose Estimation0
Determining Song Similarity via Machine Learning Techniques and Tagging Information0
Parametric Gaussian Process Regression for Big DataCode0
Integral Transforms from Finite Data: An Application of Gaussian Process Regression to Fourier Analysis0
Partial Face Detection in the Mobile Domain0
Convolutional Neural Pyramid for Image Processing0
A Brief Introduction to the Temporal Group LASSO and its Potential Applications in Healthcare0
GoDP: Globally optimized dual pathway system for facial landmark localization in-the-wild0
On the Statistical Efficiency of Compositional Nonparametric Prediction0
Linear Ensembles of Word Embedding ModelsCode0
Joint Regression and Ranking for Image Enhancement0
Bag-of-Words Method Applied to Accelerometer Measurements for the Purpose of Classification and Energy Estimation0
Homotopy Parametric Simplex Method for Sparse Learning0
A Probabilistic Linear Genetic Programming with Stochastic Context-Free Grammar for solving Symbolic Regression problems0
Geometric Loss Functions for Camera Pose Regression with Deep LearningCode0
Predicting Japanese scrambling in the wild0
Lexical Simplification with Neural Ranking0
Compositional Human Pose RegressionCode0
Stochastic L-BFGS: Improved Convergence Rates and Practical Acceleration Strategies0
A Societal Sentiment Analysis: Predicting the Values and Ethics of Individuals by Analysing Social Media Content0
IIT (BHU): System Description for LSDSem'17 Shared Task0
Minimum energy path calculations with Gaussian process regression0
Concurrent Segmentation and Localization for Tracking of Surgical Instruments0
Solar Power Forecasting Using Support Vector Regression0
Early Stopping without a Validation Set0
Gradient-based Regularization Parameter Selection for Problems with Non-smooth Penalty Functions0
Transfer learning for music classification and regression tasksCode0
Multivariate Regression with Gross Errors on Manifold-valued Data0
Gaussian Processes with Context-Supported Priors for Active Object Localization0
Count-ception: Counting by Fully Convolutional Redundant CountingCode0
Deep Direct Regression for Multi-Oriented Scene Text Detection0
Fast Stochastic Variance Reduced Gradient Method with Momentum Acceleration for Machine Learning0
Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN RegressionCode0
Scale-invariant biomarker discovery in urine and plasma metabolite fingerprintsCode0
Randomized Kernel Methods for Least-Squares Support Vector Machines0
Practical Coreset Constructions for Machine LearningCode0
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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