regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7351–7375 of 9424 papers

Title	Date	Tasks	Status
Cross-media User Profiling with Joint Textual and Social User Embedding	Aug 1, 2018	ClassificationGender Classification	—Unverified
Assessing Quality Estimation Models for Sentence-Level Prediction	Aug 1, 2018	Gaussian ProcessesMachine Translation	—Unverified
Relation Induction in Word Embeddings Revisited	Aug 1, 2018	Knowledge Base Completionregression	—Unverified
Just Interpolate: Kernel "Ridgeless" Regression Can Generalize	Aug 1, 2018	regression	—Unverified
TRAVERSAL at PARSEME Shared Task 2018: Identification of Verbal Multiword Expressions Using a Discriminative Tree-Structured Model	Aug 1, 2018	regression	—Unverified
Matrix completion and extrapolation via kernel regression	Aug 1, 2018	Matrix Completionregression	—Unverified
Probability Calibration Trees	Jul 31, 2018	regression	—Unverified
Remote sensing image regression for heterogeneous change detection	Jul 31, 2018	Change DetectionGaussian Processes	—Unverified
Lip-Reading Driven Deep Learning Approach for Speech Enhancement	Jul 31, 2018	Acoustic ModellingDeep Learning	—Unverified
Deep Belief Networks Based Feature Generation and Regression for Predicting Wind Power	Jul 31, 2018	Multi-Task LearningPrediction	—Unverified
The impact of imbalanced training data on machine learning for author name disambiguation	Jul 30, 2018	BIG-bench Machine LearningComputational Efficiency	—Unverified
Local Linear Forests	Jul 30, 2018	Causal InferenceHeterogeneous Treatment Effect Estimation	CodeCode Available
Corrected XVA Modelling Framework and Formulae for KVA and MVA	Jul 28, 2018	regression	—Unverified
PROPEL: Probabilistic Parametric Regression Loss for Convolutional Neural Networks	Jul 28, 2018	Head Pose Estimationregression	CodeCode Available
Structured Point Cloud Data Analysis via Regularized Tensor Regression for Process Modeling and Optimization	Jul 26, 2018	regression	—Unverified
Differential Analysis of Directed Networks	Jul 26, 2018	regression	—Unverified
Integrative Multi-View Reduced-Rank Regression: Bridging Group-Sparse and Low-Rank Models	Jul 26, 2018	MULTI-VIEW LEARNINGregression	CodeCode Available
Where are the Blobs: Counting by Localization with Point Supervision	Jul 25, 2018	ObjectObject Counting	CodeCode Available
Propensity score estimation using classification and regression trees in the presence of missing covariate data	Jul 25, 2018	General ClassificationImputation	—Unverified
Meta-Learning Priors for Efficient Online Bayesian Regression	Jul 24, 2018	Meta-Learningregression	CodeCode Available
A Generative-Discriminative Basis Learning Framework to Predict Clinical Severity from Resting State Functional MRI Data	Jul 24, 2018	Dimensionality Reductionregression	—Unverified
Machine Learning Classifiers Do Not Improve the Prediction of Academic Risk: Evidence from Australia	Jul 19, 2018	BIG-bench Machine Learningregression	CodeCode Available
Monocular Object Orientation Estimation using Riemannian Regression and Classification Networks	Jul 19, 2018	ClassificationData Augmentation	CodeCode Available
Jensen: An Easily-Extensible C++ Toolkit for Production-Level Machine Learning and Convex Optimization	Jul 17, 2018	BIG-bench Machine Learningregression	CodeCode Available
Spatio-Temporal Structured Sparse Regression with Hierarchical Gaussian Process Priors	Jul 15, 2018	Bayesian InferenceEEG	—Unverified

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All datasets California Housing Prices Concrete Compressive Strength Medical Cost Personal Dataset Synthetic: y = x * sin x ADORE Car_Price_Prediction

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.79	—	Unverified
2	Baseline Regression	R2 Score	0.58	—	Unverified
3	Mimic / Surrogate	R2 Score	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.86	—	Unverified
2	Baseline Regression	R2 Score	0.59	—	Unverified
3	Mimic / Surrogate	R2 Score	0.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.87	—	Unverified
2	Baseline Regression	R2 Score	0.78	—	Unverified
3	Mimic / Surrogate	R2 Score	0.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.98	—	Unverified
2	Baseline Regression	R2 Score	-0.01	—	Unverified
3	Mimic / Surrogate	R2 Score	-0.01	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XGBoost-MACCS	micro-averaged RMSE	0.93	—	Unverified
2	RF-ToxPrint	chemical macro-average RMSE	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Linear and Decision Tree Regression	R Squared	86.84	—	Unverified