regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7301–7325 of 9424 papers

Title	Date	Tasks	Status	Hype
YOLO3D: End-to-end real-time 3D Oriented Object Bounding Box Detection from LiDAR Point Cloud	Aug 7, 2018	3D Point Cloud ReconstructionGPU	CodeCode Available	1
SHPR-Net: Deep Semantic Hand Pose Regression From Point Clouds	Aug 6, 2018	3D Hand Pose EstimationHand Pose Estimation	—Unverified	0
Early action prediction by soft regression	Aug 6, 2018	Early Action PredictionPrediction	—Unverified	0
Structure Learning for Relational Logistic Regression: An Ensemble Approach	Aug 6, 2018	regression	—Unverified	0
Unbiased Implicit Variational Inference	Aug 6, 2018	regressionVariational Inference	CodeCode Available	0
Multi-Scale Supervised Network for Human Pose Estimation	Aug 5, 2018	Activity RecognitionKeypoint Detection	—Unverified	0
Coverage Error Optimal Confidence Intervals for Local Polynomial Regression	Aug 4, 2018	regression	CodeCode Available	0
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes	Aug 3, 2018	Conditional Image GenerationDiversity	CodeCode Available	0
Robust Regression for Automatic Fusion Plasma Analysis based on Generative Modeling	Aug 3, 2018	regression	—Unverified	0
Machine Learning of Space-Fractional Differential Equations	Aug 2, 2018	BIG-bench Machine Learningregression	—Unverified	0
High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking	Aug 2, 2018	regressionVariable Selection	CodeCode Available	0
Scoring and Classifying Implicit Positive Interpretations: A Challenge of Class Imbalance	Aug 1, 2018	General ClassificationNatural Language Inference	CodeCode Available	0
Cross-media User Profiling with Joint Textual and Social User Embedding	Aug 1, 2018	ClassificationGender Classification	—Unverified	0
Relation Induction in Word Embeddings Revisited	Aug 1, 2018	Knowledge Base Completionregression	—Unverified	0
Assessing Quality Estimation Models for Sentence-Level Prediction	Aug 1, 2018	Gaussian ProcessesMachine Translation	—Unverified	0
TRAVERSAL at PARSEME Shared Task 2018: Identification of Verbal Multiword Expressions Using a Discriminative Tree-Structured Model	Aug 1, 2018	regression	—Unverified	0
Just Interpolate: Kernel "Ridgeless" Regression Can Generalize	Aug 1, 2018	regression	—Unverified	0
Matrix completion and extrapolation via kernel regression	Aug 1, 2018	Matrix Completionregression	—Unverified	0
Deep Belief Networks Based Feature Generation and Regression for Predicting Wind Power	Jul 31, 2018	Multi-Task LearningPrediction	—Unverified	0
Lip-Reading Driven Deep Learning Approach for Speech Enhancement	Jul 31, 2018	Acoustic ModellingDeep Learning	—Unverified	0
Remote sensing image regression for heterogeneous change detection	Jul 31, 2018	Change DetectionGaussian Processes	—Unverified	0
Probability Calibration Trees	Jul 31, 2018	regression	—Unverified	0
The impact of imbalanced training data on machine learning for author name disambiguation	Jul 30, 2018	BIG-bench Machine LearningComputational Efficiency	—Unverified	0
Acquisition of Localization Confidence for Accurate Object Detection	Jul 30, 2018	General ClassificationObject	CodeCode Available	1
Local Linear Forests	Jul 30, 2018	Causal InferenceHeterogeneous Treatment Effect Estimation	CodeCode Available	0

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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