regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 8276–8300 of 9424 papers

Title	Date	Tasks	Status
A Functional Regression approach to Facial Landmark Tracking	Dec 7, 2016	Face DetectionIncremental Learning	—Unverified
A Communication-Efficient Parallel Method for Group-Lasso	Dec 7, 2016	regression	—Unverified
Support vector regression model for BigData systems	Dec 5, 2016	Cloud Computingmodel	—Unverified
Improving the Performance of Neural Networks in Regression Tasks Using Drawering	Dec 5, 2016	regression	—Unverified
Highly Efficient Regression for Scalable Person Re-Identification	Dec 5, 2016	Active LearningPerson Re-Identification	—Unverified
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild	Dec 4, 2016	regressionSemantic Segmentation	—Unverified
RecSys Challenge 2016: job recommendations based on preselection of offers and gradient boosting	Dec 3, 2016	regression	—Unverified
A temporal model for multiple sclerosis course evolution	Dec 2, 2016	Binary ClassificationGeneral Classification	—Unverified
Voxelwise nonlinear regression toolbox for neuroimage analysis: Application to aging and neurodegenerative disease modeling	Dec 2, 2016	regression	CodeCode Available
CogALex-V Shared Task: GHHH - Detecting Semantic Relations via Word Embeddings	Dec 1, 2016	Binary ClassificationGeneral Classification	—Unverified
Social and linguistic behavior and its correlation to trait empathy	Dec 1, 2016	regression	—Unverified
Learning Succinct Models: Pipelined Compression with L1-Regularization, Hashing, Elias-Fano Indices, and Quantization	Dec 1, 2016	ChunkingQuantization	—Unverified
A Bandit Framework for Strategic Regression	Dec 1, 2016	regression	—Unverified
Blind Regression: Nonparametric Regression for Latent Variable Models via Collaborative Filtering	Dec 1, 2016	Collaborative FilteringMatrix Completion	—Unverified
Learning to Weight Translations using Ordinal Linear Regression and Query-generated Training Data for Ad-hoc Retrieval with Long Queries	Dec 1, 2016	Document RankingInformation Retrieval	—Unverified
Joint quantile regression in vector-valued RKHSs	Dec 1, 2016	Multi-Task Learningquantile regression	—Unverified
Japanese Lexical Simplification for Non-Native Speakers	Dec 1, 2016	Embeddings EvaluationLanguage Modeling	—Unverified
Low-Rank Regression with Tensor Responses	Dec 1, 2016	regression	—Unverified
Incremental Variational Sparse Gaussian Process Regression	Dec 1, 2016	GPRIncremental Learning	—Unverified
Vanilla Classifiers for Distinguishing between Similar Languages	Dec 1, 2016	Information RetrievalLanguage Identification	—Unverified
Mixed Linear Regression with Multiple Components	Dec 1, 2016	Clusteringregression	—Unverified
Modeling Discourse Segments in Lyrics Using Repeated Patterns	Dec 1, 2016	regression	—Unverified
Structured Sparse Regression via Greedy Hard Thresholding	Dec 1, 2016	regression	—Unverified
Greedy Feature Construction	Dec 1, 2016	regression	—Unverified
Discriminating between Similar Languages and Arabic Dialect Identification: A Report on the Third DSL Shared Task	Dec 1, 2016	Dialect IdentificationGeneral Classification	—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