regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7476–7500 of 9424 papers

Title	Date	Tasks	Status	Hype
High Dimensional Robust Sparse Regression	May 29, 2018	regressionVocal Bursts Intensity Prediction	—Unverified	0
Neural networks for stock price prediction	May 29, 2018	Predictionregression	CodeCode Available	0
Uniform regret bounds over R^d for the sequential linear regression problem with the square loss	May 29, 2018	regression	—Unverified	0
Versatile Auxiliary Regressor with Generative Adversarial network (VAR+GAN)	May 28, 2018	Face GenerationGenerative Adversarial Network	—Unverified	0
Strategyproof Linear Regression in High Dimensions	May 27, 2018	regressionVocal Bursts Intensity Prediction	—Unverified	0
BRITS: Bidirectional Recurrent Imputation for Time Series	May 27, 2018	General ClassificationImputation	CodeCode Available	0
Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance	May 26, 2018	Gaussian Processesregression	CodeCode Available	0
Robust Nonparametric Regression under Huber's ε-contamination Model	May 26, 2018	modelregression	—Unverified	0
How Many Machines Can We Use in Parallel Computing for Kernel Ridge Regression?	May 25, 2018	regressionTwo-sample testing	—Unverified	0
Analysing Symbolic Regression Benchmarks under a Meta-Learning Approach	May 25, 2018	Meta-Learningregression	—Unverified	0
Duluth UROP at SemEval-2018 Task 2: Multilingual Emoji Prediction with Ensemble Learning and Oversampling	May 25, 2018	Ensemble Learningregression	CodeCode Available	0
The Reconstruction Approach: From Interpolation to Regression	May 25, 2018	Experimental Designregression	—Unverified	0
Confidence Region of Singular Subspaces for Low-rank Matrix Regression	May 24, 2018	regression	—Unverified	0
Polynomially Coded Regression: Optimal Straggler Mitigation via Data Encoding	May 24, 2018	regression	—Unverified	0
A Unified Framework for Training Neural Networks	May 23, 2018	General Classificationregression	—Unverified	0
On Coresets for Logistic Regression	May 22, 2018	regression	—Unverified	0
Scene Coordinate and Correspondence Learning for Image-Based Localization	May 22, 2018	Deep LearningImage-Based Localization	—Unverified	0
Relating Leverage Scores and Density using Regularized Christoffel Functions	May 21, 2018	regression	—Unverified	0
Meta-learning with differentiable closed-form solvers	May 21, 2018	BIG-bench Machine LearningFew-Shot Learning	CodeCode Available	1
Sample Compression for Real-Valued Learners	May 21, 2018	Open-Ended Question Answeringregression	—Unverified	0
PiPs: a Kernel-based Optimization Scheme for Analyzing Non-Stationary 1D Signals	May 21, 2018	regressionSuper-Resolution	—Unverified	0
Wasserstein regularization for sparse multi-task regression	May 20, 2018	regression	CodeCode Available	0
Improved Learning of One-hidden-layer Convolutional Neural Networks with Overlaps	May 20, 2018	regression	—Unverified	0
Multi-layer Kernel Ridge Regression for One-class Classification	May 20, 2018	ClassificationGeneral Classification	—Unverified	0
Bitcoin price and its marginal cost of production: support for a fundamental value	May 19, 2018	regression	—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