regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7226–7250 of 9424 papers

Title	Date	Tasks	Status	Hype
Is Ordered Weighted _1 Regularized Regression Robust to Adversarial Perturbation? A Case Study on OSCAR	Sep 24, 2018	BIG-bench Machine LearningClustering	—Unverified	0
MobileFace: 3D Face Reconstruction with Efficient CNN Regression	Sep 24, 2018	3D Face ReconstructionFace Reconstruction	CodeCode Available	0
Bounding Box Regression with Uncertainty for Accurate Object Detection	Sep 23, 2018	Objectobject-detection	CodeCode Available	1
Compressed Sensing with Adversarial Sparse Noise via L1 Regression	Sep 21, 2018	compressed sensingregression	—Unverified	0
A Coupled Evolutionary Network for Age Estimation	Sep 20, 2018	Age EstimationMORPH	—Unverified	0
Interpretable Reinforcement Learning with Ensemble Methods	Sep 19, 2018	BIG-bench Machine LearningInterpretable Machine Learning	—Unverified	0
Noise Statistics Oblivious GARD For Robust Regression With Sparse Outliers	Sep 19, 2018	regression	—Unverified	0
Improving Subseasonal Forecasting in the Western U.S. with Machine Learning	Sep 19, 2018	BIG-bench Machine LearningModel Selection	CodeCode Available	0
A Generalized Representer Theorem for Hilbert Space - Valued Functions	Sep 19, 2018	Decision Makingregression	—Unverified	0
Image Super-Resolution via Deterministic-Stochastic Synthesis and Local Statistical Rectification	Sep 18, 2018	Image Super-Resolutionregression	CodeCode Available	0
Statistically and Computationally Efficient Variance Estimator for Kernel Ridge Regression	Sep 17, 2018	regression	—Unverified	0
Revisit Multinomial Logistic Regression in Deep Learning: Data Dependent Model Initialization for Image Recognition	Sep 17, 2018	General Classificationimage-classification	—Unverified	0
A convex formulation for high-dimensional sparse sliced inverse regression	Sep 17, 2018	Dimensionality Reductionregression	—Unverified	0
An Integral Pose Regression System for the ECCV2018 PoseTrack Challenge	Sep 17, 2018	3D Human Pose EstimationPose Estimation	CodeCode Available	0
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters	Sep 16, 2018	regressionTime Series	CodeCode Available	0
On the Choice of Instruments in Mixed Frequency Specification Tests	Sep 14, 2018	regression	—Unverified	0
Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data	Sep 14, 2018	BIG-bench Machine LearningClassification	—Unverified	0
Are screening methods useful in feature selection? An empirical study	Sep 14, 2018	Classificationfeature selection	—Unverified	0
Tübingen-Oslo system: Linear regression works the best at Predicting Current and Future Psychological Health from Childhood Essays in the CLPsych 2018 Shared Task	Sep 13, 2018	regression	—Unverified	0
Identifying Real Estate Opportunities using Machine Learning	Sep 13, 2018	BIG-bench Machine LearningFeature Engineering	—Unverified	0
Learning regression and verification networks for long-term visual tracking	Sep 12, 2018	General ClassificationObject	CodeCode Available	0
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training	Sep 12, 2018	Abusive LanguageClassification	CodeCode Available	0
Learning Deep Mixtures of Gaussian Process Experts Using Sum-Product Networks	Sep 12, 2018	Gaussian ProcessesMixture-of-Experts	CodeCode Available	0
Regression Discontinuity Designs Using Covariates	Sep 11, 2018	regression	CodeCode Available	0
Local Control Regression: Improving the Least Squares Monte Carlo Method for Portfolio Optimization	Sep 11, 2018	Portfolio Optimizationregression	—Unverified	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