regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 6676–6700 of 9424 papers

Title	Date	Tasks	Status
Interpretable Few-Shot Learning via Linear Distillation	Jun 13, 2019	Few-Shot Learningregression	—Unverified
Finite Sample Analysis Of Dynamic Regression Parameter Learning	Jun 13, 2019	regression	—Unverified
Grid R-CNN Plus: Faster and Better	Jun 13, 2019	Object Detectionregression	CodeCode Available
Distributed High-dimensional Regression Under a Quantile Loss Function	Jun 13, 2019	quantile regressionregression	—Unverified
Correlating Twitter Language with Community-Level Health Outcomes	Jun 13, 2019	Clusteringregression	CodeCode Available
Robust Regression for Safe Exploration in Control	Jun 13, 2019	Generalization Boundsregression	—Unverified
Evaluation of Dataflow through layers of Deep Neural Networks in Classification and Regression Problems	Jun 12, 2019	ClassificationGeneral Classification	CodeCode Available
Exploring Bayesian approaches to eQTL mapping through probabilistic programming	Jun 12, 2019	Probabilistic Programmingregression	CodeCode Available
Pairwise Fairness for Ranking and Regression	Jun 12, 2019	FairnessGeneral Classification	—Unverified
Nonparametric Identification and Estimation with Independent, Discrete Instruments	Jun 12, 2019	quantile regressionregression	—Unverified
Medium-Term Load Forecasting Using Support Vector Regression, Feature Selection, and Symbiotic Organism Search Optimization	Jun 11, 2019	feature selectionLoad Forecasting	—Unverified
Extending Deep Learning Models for Limit Order Books to Quantile Regression	Jun 11, 2019	quantile regressionregression	—Unverified
Bias-Aware Inference in Fuzzy Regression Discontinuity Designs	Jun 11, 2019	regressionvalid	—Unverified
Heterogeneous network approach to predict individuals' mental health	Jun 11, 2019	Node ClassificationRecommendation Systems	—Unverified
Mean estimation and regression under heavy-tailed distributions--a survey	Jun 10, 2019	regressionSurvey	—Unverified
Selection consistency of Lasso-based procedures for misspecified high-dimensional binary model and random regressors	Jun 10, 2019	regression	—Unverified
A Regression Approach to Certain Information Transmission Problems	Jun 10, 2019	BIG-bench Machine LearningDecoder	—Unverified
The Impact of Regularization on High-dimensional Logistic Regression	Jun 10, 2019	regressionVocal Bursts Intensity Prediction	—Unverified
Exploration and Exploitation in Symbolic Regression using Quality-Diversity and Evolutionary Strategies Algorithms	Jun 10, 2019	Diversityregression	—Unverified
The Regression Discontinuity Design	Jun 10, 2019	regression	CodeCode Available
Understanding overfitting peaks in generalization error: Analytical risk curves for l_2 and l_1 penalized interpolation	Jun 9, 2019	regression	—Unverified
Disentangled State Space Representations	Jun 7, 2019	regressionState Space Models	—Unverified
Visual Backpropagation	Jun 6, 2019	regression	—Unverified
Occluded Face Recognition Using Low-rank Regression with Generalized Gradient Direction	Jun 6, 2019	Dictionary LearningFace Recognition	CodeCode Available
Noise Contrastive Meta-Learning for Conditional Density Estimation using Kernel Mean Embeddings	Jun 5, 2019	Density EstimationMeta-Learning	—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