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regression

Papers

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Showing 7501–7550 of 9424 papers

TitleStatusHype
Semisupervised Learning on Heterogeneous Graphs and its Applications to Facebook News Feed—0
Optimizing for Generalization in Machine Learning with Cross-Validation GradientsCode0
Action Completion: A Temporal Model for Moment DetectionCode0
A Note on Coding and Standardization of Categorical Variables in (Sparse) Group Lasso Regression—0
Content-based Popularity Prediction of Online Petitions Using a Deep Regression ModelCode0
When Regression Meets Manifold Learning for Object Recognition and Pose Estimation—0
Prediction Rule Reshaping—0
Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density NetworksCode0
A Convergent Linear Regression Method for Forward-Backward Stochastic Differential Equations with Jumps—0
Facial Landmark Detection: a Literature Survey—0
Robust Facial Landmark Localization Based on Texture and Pose Correlated Initialization—0
Prediction of Facebook Post Metrics using Machine Learning—0
Pool-Based Sequential Active Learning for RegressionCode0
Offline EEG-Based Driver Drowsiness Estimation Using Enhanced Batch-Mode Active Learning (EBMAL) for Regression—0
PALM: An Incremental Construction of Hyperplanes for Data Stream Regression—0
Semi-Supervised Domain Adaptation with Representation Learning for Semantic Segmentation across Time—0
Joint Action Unit localisation and intensity estimation through heatmap regressionCode0
A Mixed Classification-Regression Framework for 3D Pose Estimation from 2D ImagesCode0
Real-time regression analysis with deep convolutional neural networksCode0
The Logistic Network Lasso—0
Sharp Analysis of a Simple Model for Random Forests—0
Distribution Assertive Regression—0
Machine learning regression on hyperspectral data to estimate multiple water parameters—0
Facial Landmarks Localization using Cascaded Neural Networks—0
Fine-Grained Facial Expression Analysis Using Dimensional Emotion Model—0
Modelling tourism demand to Spain with machine learning techniques. The impact of forecast horizon on model selection—0
Comparison of Classical and Nonlinear Models for Short-Term Electricity Price Prediction—0
Modelling cross-dependencies between Spain's regional tourism markets with an extension of the Gaussian process regression model—0
_1-regression with Heavy-tailed Distributions—0
Deep Factorization Machines for Knowledge TracingCode0
OMG - Emotion Challenge Solution—0
Adversarial Regression for Detecting Attacks in Cyber-Physical Systems—0
Novel Prediction Techniques Based on Clusterwise Linear RegressionCode0
A generalizable approach for multi-view 3D human pose regressionCode0
Auto-Detection of Safety Issues in Baby Products—0
Link and code: Fast indexing with graphs and compact regression codesCode4
Random Fourier Features for Kernel Ridge Regression: Approximation Bounds and Statistical Guarantees—0
The phase transition for the existence of the maximum likelihood estimate in high-dimensional logistic regression—0
Hand Pose Estimation via Latent 2.5D Heatmap Regression—0
Where are we now? A large benchmark study of recent symbolic regression methodsCode0
Developing a machine learning framework for estimating soil moisture with VNIR hyperspectral dataCode0
Econometric Modeling of Regional Electricity Spot Prices in the Australian Market—0
ASR Performance Prediction on Unseen Broadcast Programs using Convolutional Neural Networks—0
PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and #hashtags—0
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval CriterionCode0
Large-scale Nonlinear Variable Selection via Kernel Random Features—0
To Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location Regression—0
Solving the Exponential Growth of Symbolic Regression Trees in Geometric Semantic Genetic ProgrammingCode0
MetaBags: Bagged Meta-Decision Trees for Regression—0
SeerNet at SemEval-2018 Task 1: Domain Adaptation for Affect in Tweets—0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

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