regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 8426–8450 of 9424 papers

Title	Date	Tasks	Status
Efficient Multiple Incremental Computation for Kernel Ridge Regression with Bayesian Uncertainty Modeling	Aug 1, 2016	regression	—Unverified
Finding Non-Arbitrary Form-Meaning Systematicity Using String-Metric Learning for Kernel Regression	Aug 1, 2016	FormMetric Learning	—Unverified
hdm: High-Dimensional Metrics	Aug 1, 2016	regressionvalid	—Unverified
Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms	Jul 29, 2016	General ClassificationRecommendation Systems	—Unverified
Variational Mixture Models with Gamma or inverse-Gamma components	Jul 26, 2016	blind source separationregression	CodeCode Available
Recurrent Regression for Face Recognition	Jul 24, 2016	Face Recognitionregression	—Unverified
High-dimensional regression adjustments in randomized experiments	Jul 22, 2016	regressionvalid	—Unverified
The Landscape of Empirical Risk for Non-convex Losses	Jul 22, 2016	Binary ClassificationGeneral Classification	—Unverified
e-Distance Weighted Support Vector Regression	Jul 21, 2016	regression	—Unverified
Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation	Jul 20, 2016	3D Object Detection6D Pose Estimation	—Unverified
Refining adverse drug reaction signals by incorporating interaction variables identified using emergent pattern mining	Jul 20, 2016	regression	—Unverified
Information-theoretical label embeddings for large-scale image classification	Jul 19, 2016	ClassificationGeneral Classification	—Unverified
Spatially Supervised Recurrent Convolutional Neural Networks for Visual Object Tracking	Jul 19, 2016	Binary Classificationobject-detection	CodeCode Available
Recycle deep features for better object detection	Jul 18, 2016	Objectobject-detection	—Unverified
Fast Algorithms for Segmented Regression	Jul 14, 2016	regression	—Unverified
Vision-based Traffic Flow Prediction using Dynamic Texture Model and Gaussian Process	Jul 14, 2016	Motion Segmentationregression	—Unverified
Deep Structured-Output Regression Learning for Computational Color Constancy	Jul 13, 2016	Color Constancyregression	—Unverified
Multiple-Instance Logistic Regression with LASSO Penalty	Jul 13, 2016	regression	—Unverified
Stock Market Market Crash of 2008: an empirical study of the deviation of share prices from company fundamentals	Jul 12, 2016	regression	—Unverified
Retrospective Causal Inference with Machine Learning Ensembles: An Application to Anti-Recidivism Policies in Colombia	Jul 11, 2016	BIG-bench Machine LearningCausal Inference	—Unverified
Mapping distributional to model-theoretic semantic spaces: a baseline	Jul 11, 2016	Dependency ParsingQuestion Answering	CodeCode Available
On Faster Convergence of Cyclic Block Coordinate Descent-type Methods for Strongly Convex Minimization	Jul 10, 2016	regression	—Unverified
Bayesian quantile additive regression trees	Jul 10, 2016	Binary ClassificationGeneral Classification	CodeCode Available
Sparse additive Gaussian process with soft interactions	Jul 9, 2016	regressionVariable Selection	—Unverified
Siamese Regression Networks with Efficient mid-level Feature Extraction for 3D Object Pose Estimation	Jul 8, 2016	3D Pose EstimationObject	—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