SOTAVerified

regression

Papers

Showing 80518100 of 9424 papers

TitleStatusHype
Face Alignment Using K-Cluster Regression Forests With Weighted Splitting0
The Likelihood Ratio Test in High-Dimensional Logistic Regression Is Asymptotically a Rescaled Chi-Square0
InfiniteBoost: building infinite ensembles with gradient descentCode0
Deep Learning: A Bayesian Perspective0
Fast Regression with an _ Guarantee0
Kernel Implicit Variational Inference0
Beyond Counting: Comparisons of Density Maps for Crowd Analysis Tasks - Counting, Detection, and TrackingCode0
Generalized Concomitant Multi-Task Lasso for sparse multimodal regressionCode0
Learning Causal Structures Using Regression Invariance0
Helping News Editors Write Better Headlines: A Recommender to Improve the Keyword Contents & Shareability of News Headlines0
An Efficient Algorithm for Bayesian Nearest Neighbours0
Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression LearningCode0
Deriving Neural Architectures from Sequence and Graph Kernels0
Doubly Stochastic Variational Inference for Deep Gaussian ProcessesCode0
Non-Stationary Spectral KernelsCode0
A divide and conquer method for symbolic regression0
The Prediction Advantage: A Universally Meaningful Performance Measure for Classification and Regression0
Nonparametric Online Regression while Learning the Metric0
Block building programming for symbolic regression0
GP-Unet: Lesion Detection from Weak Labels with a 3D Regression Network0
Improved Clustering with Augmented k-means0
Learning Feature Nonlinearities with Non-Convex Regularized Binned Regression0
Data-driven Optimal Cost Selection for Distributionally Robust Optimization0
Deep-LK for Efficient Adaptive Object Tracking0
A Lightweight Regression Method to Infer Psycholinguistic Properties for Brazilian Portuguese0
Linear regression without correspondence0
Spectral-graph Based Classifications: Linear Regression for Classification and Normalized Radial Basis Function Network0
Two-temperature logistic regression based on the Tsallis divergence0
Unbiased estimates for linear regression via volume sampling0
Re3 : Real-Time Recurrent Regression Networks for Visual Tracking of Generic ObjectsCode0
Supervised Machine Learning for Signals Having RRC Shaped Pulses0
In Defense of the Indefensible: A Very Naive Approach to High-Dimensional Inference0
Kernel Truncated Regression Representation for Robust Subspace Clustering0
Bayesian Approaches to Distribution RegressionCode0
Automatic Response Category Combination in Multinomial Logistic Regression0
Linear Regression with Shuffled Labels0
Amobee at SemEval-2017 Task 4: Deep Learning System for Sentiment Detection on Twitter0
Efficient Spatio-Temporal Gaussian Regression via Kalman Filtering0
A Novel Approach to Forecasting Financial Volatility with Gaussian Process Envelopes0
Cascaded Boundary Regression for Temporal Action Detection0
A Riemannian gossip approach to subspace learning on Grassmann manifold0
Lancaster A at SemEval-2017 Task 5: Evaluation metrics matter: predicting sentiment from financial news headlinesCode0
Convex-constrained Sparse Additive Modeling and Its Extensions0
Structured Sparse Modelling with Hierarchical GP0
EEG-Based User Reaction Time Estimation Using Riemannian Geometry Features0
Random Forest Ensemble of Support Vector Regression Models for Solar Power Forecasting0
Accelerating Stochastic Gradient Descent For Least Squares Regression0
Converting High-Dimensional Regression to High-Dimensional Conditional Density EstimationCode0
A Generalization of Convolutional Neural Networks to Graph-Structured DataCode0
A Flexible Framework for Hypothesis Testing in High-dimensions0
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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