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regression

Papers

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Showing 8001–8050 of 9424 papers

TitleStatusHype
Channel Pruning for Accelerating Very Deep Neural NetworksCode0
Non-Asymptotic Uniform Rates of Consistency for k-NN Regression—0
Global optimization for low-dimensional switching linear regression and bounded-error estimation—0
Latent Gaussian Process Regression—0
One-shot Face Recognition by Promoting Underrepresented ClassesCode0
Spectral Filter Tracking—0
The Devil is in the Decoder: Classification, Regression and GANsCode0
Improving Naive Bayes for Regression with Optimised Artificial Surrogate Data—0
Predictive Liability Models and Visualizations of High Dimensional Retail Employee Data—0
Large Scale Variable Fidelity Surrogate Modeling—0
Source-Target Inference Models for Spatial Instruction Understanding—0
A Cluster Elastic Net for Multivariate Regression—0
P-Tree ProgrammingCode0
TasselNet: Counting maize tassels in the wild via local counts regression network—0
Exhaustive search for sparse variable selection in linear regression—0
Indefinite Kernel Logistic Regression with Concave-inexact-convex Procedure—0
Regression Phalanxes—0
Recommender System for News Articles using Supervised Learning—0
Automated Problem Identification: Regression vs Classification via Evolutionary Deep NetworksCode0
A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark DetectionCode0
LCR-Net: Localization-Classification-Regression for Human Pose—0
Surface Motion Capture Transfer With Gaussian Process Regression—0
Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging—0
Low-Rank-Sparse Subspace Representation for Robust Regression—0
Soft-Margin Mixture of Regressions—0
Deep Mixture of Linear Inverse Regressions Applied to Head-Pose Estimation—0
Multi-Object Tracking With Quadruplet Convolutional Neural Networks—0
Subspace Clustering via Variance Regularized Ridge Regression—0
Linguistic analysis of differences in portrayal of movie characters—0
Temporal Orientation of Tweets for Predicting Income of Users—0
Rule-Mining based classification: a benchmark studyCode0
Nuclear penalized multinomial regression with an application to predicting at bat outcomes in baseballCode0
Optimization Methods for Supervised Machine Learning: From Linear Models to Deep LearningCode0
Asymptotic Confidence Regions for High-dimensional Structured Sparsity—0
High-dimensional classification by sparse logistic regressionCode0
YoTube: Searching Action Proposal via Recurrent and Static Regression Networks—0
Approximate Steepest Coordinate Descent—0
Evolving Spatially Aggregated Features from Satellite Imagery for Regional ModelingCode0
Learning Spatial-Aware Regressions for Visual TrackingCode0
Statistical abstraction for multi-scale spatio-temporal systems—0
Adaptive Feature Selection: Computationally Efficient Online Sparse Linear Regression under RIP—0
Predictive modelling of training loads and injury in Australian football—0
Nudged elastic band calculations accelerated with Gaussian process regression—0
Collect at Once, Use Effectively: Making Non-interactive Locally Private Learning Possible—0
Stepwise regression for unsupervised learning—0
Scaling up the Automatic Statistician: Scalable Structure Discovery using Gaussian Processes—0
A Convex Framework for Fair RegressionCode0
Macquarie University at BioASQ 5b -- Query-based Summarisation Techniques for Selecting the Ideal Answers—0
A Robust Learning Algorithm for Regression Models Using Distributionally Robust Optimization under the Wasserstein Metric—0
Online Adaptive Machine Learning Based Algorithm for Implied Volatility Surface Modeling—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