Search results for "LASSO"

Hits ?▲	Authors	Title	Venue	Year	Link
13	Alberto Torres-Barrán, Carlos M. Alaíz, José R. Dorronsoro	ν-SVM solutions of constrained Lasso and Elastic net.	Neurocomputing	2018	DBLP DOI BibTeX RDF
13	Lev V. Utkin, Yulia A. Zhuk	A modification of the Lasso method by using the Bahadur representation for the genome-wide association study.	Informatica (Slovenia)	2018	DBLP BibTeX RDF
13	Vahe Avagyan, Andrés M. Alonso, Francisco J. Nogales	D-trace estimation of a precision matrix using adaptive Lasso penalties.	Adv. Data Anal. Classif.	2018	DBLP DOI BibTeX RDF
13	Zaixiang Tang, Yueping Shen, Yan Li, Xinyan Zhang, Jia Wen, Chen'ao Qian, Wenzhuo Zhuang, Xinghua Shi, Nengjun Yi	Group spike-and-slab lasso generalized linear models for disease prediction and associated genes detection by incorporating pathway information.	Bioinform.	2018	DBLP DOI BibTeX RDF
13	Lei Du, Kefei Liu 0001, Tuo Zhang, Xiaohui Yao, Jingwen Yan, Shannon L. Risacher, Junwei Han, Lei Guo 0002, Andrew J. Saykin, Li Shen 0001	A novel SCCA approach via truncated ℓ1-norm and truncated group lasso for brain imaging genetics.	Bioinform.	2018	DBLP DOI BibTeX RDF
13	Chao Xu 0014, Jian Fang 0001, Hui Shen 0007, Yu-Ping Wang 0002, Hong-Wen Deng	EPS-LASSO: test for high-dimensional regression under extreme phenotype sampling of continuous traits.	Bioinform.	2018	DBLP DOI BibTeX RDF
13	Zehang Richard Li, Tyler H. McCormick, Samuel J. Clark	Bayesian Joint Spike-and-Slab Graphical Lasso.	CoRR	2018	DBLP BibTeX RDF
13	Ayed M. Alrashdi, Ismail Ben Atitallah, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini	Precise Performance Analysis of the LASSO under Matrix Uncertainties.	CoRR	2018	DBLP BibTeX RDF
13	Michael Vogt	On the Differences between L2-Boosting and the Lasso.	CoRR	2018	DBLP BibTeX RDF
13	Arash Khodadadi, Daniel J. McDonald	Modeling trend in temperature volatility using generalized LASSO.	CoRR	2018	DBLP BibTeX RDF
13	Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos	Segmentation Analysis in Human Centric Cyber-Physical Systems using Graphical Lasso.	CoRR	2018	DBLP BibTeX RDF
13	Henrik Ambos, Nguyen Q. Tran, Alexander Jung	The Logistic Network Lasso.	CoRR	2018	DBLP BibTeX RDF
13	Christos Thrampoulidis, Ankit Singh Rawat	The Generalized Lasso for Sub-gaussian Measurements with Dithered Quantization.	CoRR	2018	DBLP BibTeX RDF
13	Anis Elgabli, Ali A. Elghariani, Abubakr O. Al-Abbasi, Mark R. Bell	Two-Stage LASSO ADMM Signal Detection Algorithm For Large Scale MIMO.	CoRR	2018	DBLP BibTeX RDF
13	Satoshi Hara 0001, Takanori Maehara	Convex Hull Approximation of Nearly Optimal Lasso Solutions.	CoRR	2018	DBLP BibTeX RDF
13	Christopher Kennedy, Rachel A. Ward	Greedy Variance Estimation for the LASSO.	CoRR	2018	DBLP BibTeX RDF
13	Veronica Tozzo, Federico Tomasi, Margherita Squillario, Annalisa Barla	Group induced graphical lasso allows for discovery of molecular pathways-pathways interactions.	CoRR	2018	DBLP BibTeX RDF
13	Sophie M. Fosson	A biconvex analysis for Lasso l1 reweighting.	CoRR	2018	DBLP BibTeX RDF
13	Yawei Zhao, Kai Xu 0004, Xinwang Liu 0002, En Zhu, Xinzhong Zhu, Jianping Yin	Triangle Lasso for Simultaneous Clustering and Optimization in Graph Datasets.	CoRR	2018	DBLP BibTeX RDF
13	Alexander Jung	Analysis of Network Lasso For Semi-Supervised Regression.	CoRR	2018	DBLP BibTeX RDF
13	Shiliang Sun, Rongqing Huang, Ya Gao	Network-Scale Traffic Modeling and Forecasting with Graphical Lasso and Neural Networks.	CoRR	2018	DBLP BibTeX RDF
13	Yahui Li, Yang Li, Yuanyuan Sun	Online Static Security Assessment of Power Systems Based on Lasso Algorithm.	CoRR	2018	DBLP BibTeX RDF
13	Mahesh Balasubramanian 0001, Trevor D. Ruiz, Brandon Cook 0001, Sharmodeep Bhattacharyya, Prabhat, Aviral Shrivastava, Kristofer E. Bouchard	Optimizing the Union of Intersections LASSO (UoILASSO) and Vector Autoregressive (UoIVAR) Algorithms for Improved Statistical Estimation at Scale.	CoRR	2018	DBLP BibTeX RDF
13	Adel Javanmard, Hamid Javadi	False Discovery Rate Control via Debiased Lasso.	CoRR	2018	DBLP BibTeX RDF
13	José Bento 0001, Surjyendu Ray	On the Complexity of the Weighted Fussed Lasso.	CoRR	2018	DBLP BibTeX RDF
13	Ashutosh K. Maurya	Learning low dimensional word based linear classifiers using Data Shared Adaptive Bootstrap Aggregated Lasso with application to IMDb data.	CoRR	2018	DBLP BibTeX RDF
13	Beyrem Khalfaoui, Jean-Philippe Vert	DropLasso: A robust variant of Lasso for single cell RNA-seq data.	CoRR	2018	DBLP BibTeX RDF
13	Masaaki Takada, Hironori Fujisawa, Takeichiro Nishikawa	HMLasso: Lasso for High Dimensional and Highly Missing Data.	CoRR	2018	DBLP BibTeX RDF
13	Yuanzhi Li, Yoram Singer	The Well Tempered Lasso.	CoRR	2018	DBLP BibTeX RDF
13	Haitao Liu, Randy C. Paffenroth, Jian Zou, Chong Zhou	Anomaly Detection via Graphical Lasso.	CoRR	2018	DBLP BibTeX RDF
13	Katsuyuki Hagiwara	On an improvement of LASSO by scaling.	CoRR	2018	DBLP BibTeX RDF
13	Ramanarayan Mohanty, S. L. Happy, Nilesh Suthar, Aurobinda Routray	A Trace Lasso Regularized L1-norm Graph Cut for Highly Correlated Noisy Hyperspectral Image.	CoRR	2018	DBLP BibTeX RDF
13	Seunghak Lee, Nico Görnitz, Eric P. Xing, David Heckerman, Christoph Lippert	Ensembles of Lasso Screening Rules.	IEEE Trans. Pattern Anal. Mach. Intell.	2018	DBLP DOI BibTeX RDF
13	Shaogang Ren, Shuai Huang 0001, Jieping Ye, Xiaoning Qian	Safe Feature Screening for Generalized LASSO.	IEEE Trans. Pattern Anal. Mach. Intell.	2018	DBLP DOI BibTeX RDF
13	Shaogao Lv, Mengying You, Huazhen Lin, Heng Lian, Jian Huang 0003	On the sign consistency of the Lasso for the high-dimensional Cox model.	J. Multivar. Anal.	2018	DBLP DOI BibTeX RDF
13	Lixiang Lian, An Liu 0001, Vincent K. N. Lau	Weighted LASSO for Sparse Recovery With Statistical Prior Support Information.	IEEE Trans. Signal Process.	2018	DBLP DOI BibTeX RDF
13	Baekjin Kim, Donghyeon Yu, Joong-Ho Won	Comparative study of computational algorithms for the Lasso with high-dimensional, highly correlated data.	Appl. Intell.	2018	DBLP DOI BibTeX RDF
13	Zakariya Yahya Algamal, Rahim Alhamzawi, Haithem Taha Mohammad Ali	Gene selection for microarray gene expression classification using Bayesian Lasso quantile regression.	Comput. Biol. Medicine	2018	DBLP DOI BibTeX RDF
13	Bo Wu, Yangde Gao, Songlin Feng, Theerasak Chanwimalueang	Sparse Optimistic Based on Lasso-LSQR and Minimum Entropy De-Convolution with FARIMA for the Remaining Useful Life Prediction of Machinery.	Entropy	2018	DBLP DOI BibTeX RDF
13	Yafei Lyu, Lingzhou Xue, Feipeng Zhang, Hillary Koch, Laura M. Saba, Katerina J. Kechris, Qunhua Li	Condition-adaptive fused graphical lasso (CFGL): An adaptive procedure for inferring condition-specific gene co-expression network.	PLoS Comput. Biol.	2018	DBLP DOI BibTeX RDF
13	Yirong Chen, Collins Wenhan Chu, Mark I. C. Chen, Alex R. Cook	The utility of LASSO-based models for real time forecasts of endemic infectious diseases: A cross country comparison.	J. Biomed. Informatics	2018	DBLP DOI BibTeX RDF
13	Peng Cao 0001, Xiaoli Liu 0001, Hezi Liu, Jinzhu Yang, Dazhe Zhao, Min Huang 0001, Osmar R. Zaïane	Generalized fused group lasso regularized multi-task feature learning for predicting cognitive outcomes in Alzheimers disease.	Comput. Methods Programs Biomed.	2018	DBLP DOI BibTeX RDF
13	Yan Li, Zhihua Wei, Kai Xu	基于Lasso算法的中文情感混合特征选择方法研究 (Hybrid Feature Selection Method of Chinese Emotional Characteristics Based on Lasso Algorithm).	计算机科学	2018	DBLP DOI BibTeX RDF
13	Ricardo Pio Monti, Christoforos Anagnostopoulos, Giovanni Montana	Adaptive regularization for Lasso models in the context of nonstationary data streams.	Stat. Anal. Data Min.	2018	DBLP DOI BibTeX RDF
13	Donghyeon Yu, Sang Han Lee, Johan Lim, Guanghua Xiao, Richard Cameron Craddock, Bharat B. Biswal	Fused lasso regression for identifying differential correlations in brain connectome graphs.	Stat. Anal. Data Min.	2018	DBLP DOI BibTeX RDF
13	Hao Guo 0008, Yao Li, Yong Xu, Yanyi Jin, Jie Xiang 0002, Junjie Chen 0001	Resting-State Brain Functional Hyper-Network Construction Based on Elastic Net and Group Lasso Methods.	Frontiers Neuroinformatics	2018	DBLP DOI BibTeX RDF
13	Jian Wang 0010, Chen Xu 0007, Xifeng Yang, Jacek M. Zurada	A Novel Pruning Algorithm for Smoothing Feedforward Neural Networks Based on Group Lasso Method.	IEEE Trans. Neural Networks Learn. Syst.	2018	DBLP DOI BibTeX RDF
13	Xiao Ma, Qiao Liu 0001, Weihua Ou, Quan Zhou 0004	Visual object tracking via coefficients constrained exclusive group LASSO.	Mach. Vis. Appl.	2018	DBLP DOI BibTeX RDF
13	Alejandro Catalina, Carlos M. Alaíz, José R. Dorronsoro	Fused Lasso Dimensionality Reduction of Highly Correlated NWP Features.	DARE@PKDD/ECML	2018	DBLP DOI BibTeX RDF
13	Thomas Blazek, Erich Zöchmann, Christoph F. Mecklenbräuker	Model Order Selection for LASSO Fitted Millimeter Wave Vehicular Channel Data.	PIMRC	2018	DBLP DOI BibTeX RDF
13	Hang Yin, Xiangnan Kong, Xinyue Liu	Coherent Graphical Lasso for Brain Network Discovery.	ICDM	2018	DBLP DOI BibTeX RDF
13	Mohamed Rihan, Lei Huang 0001	Synthesis of Waveform Covariance Matrix for MIMO Radar Transmit Beampatterns: LASSO and IRLS Approaches.	VTC Fall	2018	DBLP DOI BibTeX RDF
13	Kin Ming Puk, Wei Xiang, Shouyi Wang, Cao (Danica) Xiao, W. Art Chaovalitwongse, Tara M. Madhyastha, Thomas J. Grabowski	Uncovering Dynamic Functional Connectivity of Parkinson's Disease Using Topological Features and Sparse Group Lasso.	BI	2018	DBLP DOI BibTeX RDF
13	Caifa Zhou, Andreas Wieser	Jaccard Analysis and LASSO-Based Feature Selection for Location Fingerprinting with Limited Computational Complexity.	LBS	2018	DBLP DOI BibTeX RDF
13	Alejandro Catalina, Carlos M. Alaíz, José R. Dorronsoro	Revisiting FISTA for Lasso: Acceleration Strategies Over The Regularization Path.	ESANN	2018	DBLP BibTeX RDF
13	Yizhi Zhu, Oluwasanmi Koyejo	Clustered Fused Graphical Lasso.	UAI	2018	DBLP BibTeX RDF
13	Antônio H. Ribeiro, Luis Antonio Aguirre	Lasso Regularization Paths for NARMAX Models via Coordinate Descent.	ACC	2018	DBLP DOI BibTeX RDF
13	Cédric Herzet, Angélique Drémeau	Joint Screening Tests for Lasso.	ICASSP	2018	DBLP DOI BibTeX RDF
13	Alessandro Benfenati, Émilie Chouzenoux, Jean-Christophe Pesquet	A Nonconvex Variational Approach for Robust Graphical Lasso.	ICASSP	2018	DBLP DOI BibTeX RDF
13	Zhen Li, Jingtian Bai, Weilian Zhou	Learning Gaussian Graphical Models Using Discriminated Hub Graphical Lasso.	ICASSP	2018	DBLP DOI BibTeX RDF
13	Cássio Fraga Dantas, Rémi Gribonval	Faster and Still Safe: Combining Screening Techniques and Structured Dictionaries to Accelerate the Lasso.	ICASSP	2018	DBLP DOI BibTeX RDF
13	David A. Basin, Bhargav Nagaraja Bhatt, Dmitriy Traytel	Optimal Proofs for Linear Temporal Logic on Lasso Words.	ATVA	2018	DBLP DOI BibTeX RDF
13	Mustafa Alshawaqfeh 0001, Ahmad Al Kawam, Erchin Serpedin	Robust Fussed Lasso Model for Recurrent Copy Number Variation Detection.	ICPR	2018	DBLP DOI BibTeX RDF
13	Tinghua Wang, Fulai Liu	Multiple Kernel Fusion with HSIC Lasso.	PRICAI (1)	2018	DBLP DOI BibTeX RDF
13	Henrik Ambos, Nguyen Q. Tran, Alexander Jung	Classifying Big Data Over Networks Via The Logistic Network Lasso.	ACSSC	2018	DBLP DOI BibTeX RDF
13	Zdravko I. Botev, Yi-Lung Chen, Pierre L'Ecuyer, Shev MacNamara, Dirk P. Kroese	Exact posterior simulation from the linear Lasso Regression.	WSC	2018	DBLP DOI BibTeX RDF
13	Jiaying You, Md. Mohaiminul Islam, Liam Grenier, Qin Kuang, Robert D. McLeod, Pingzhao Hu	Drug-Target Interaction Network Predictions for Drug Repurposing Using LASSO-Based Regularized Linear Classification Model.	Canadian AI	2018	DBLP DOI BibTeX RDF
13	Philippe-Aubert Gauthier, Alain Berry	Sound Environment Reproduction for Health and Safety Studies Using Microphone Arrays, Wave Field Synthesis and the Lasso Minimizer.	MMSP	2018	DBLP DOI BibTeX RDF
13	Zhihui Li 0001, Feiping Nie 0001, Xiaojun Chang, Zhigang Ma, Yi Yang 0001	Balanced Clustering via Exclusive Lasso: A Pragmatic Approach.	AAAI	2018	DBLP DOI BibTeX RDF
13	Christos Thrampoulidis, Ankit Singh Rawat	The Generalized Lasso for Sub-gaussian Observations with Dithered Quantization.	Allerton	2018	DBLP DOI BibTeX RDF
13	Miho Ohsaki, Hayato Sasaki, Naoya Kishimoto, Shigeru Katagiri, Patrick Hang Hui Then	Discovery of Sets and Representatives of Variables in Co-nonlinear Relationships by Neural Network Regression and Group Lasso.	BIBM	2018	DBLP DOI BibTeX RDF
13	Jérôme-Alexis Chevalier, Joseph Salmon, Bertrand Thirion	Statistical Inference with Ensemble of Clustered Desparsified Lasso.	MICCAI (1)	2018	DBLP DOI BibTeX RDF
13	Tom Michoel	Analytic solution and stationary phase approximation for the Bayesian lasso and elastic net.	NeurIPS	2018	DBLP BibTeX RDF
13	Jordan Frécon, Saverio Salzo, Massimiliano Pontil	Bilevel learning of the Group Lasso structure.	NeurIPS	2018	DBLP BibTeX RDF
13	Alejandro Catalina, Carlos M. Alaíz, José R. Dorronsoro	Accelerated Block Coordinate Descent for Sparse Group Lasso.	IJCNN	2018	DBLP DOI BibTeX RDF
13	Bruce Spencer, Omar Alfandi, Feras N. Al-Obeidat	A Refinement of Lasso Regression Applied to Temperature Forecasting.	ANT/SEIT	2018	DBLP DOI BibTeX RDF
13	Xiaogang Wang, Shichen Zhai	Innovative Financial Prediction Model Based on Lasso and Keras Neural Network.	ICGEC	2018	DBLP DOI BibTeX RDF
13	Gang Yang, Xinquan Ye	Robust Sparse Overlapping Group Lasso for indoor localization.	UPINLBS	2018	DBLP DOI BibTeX RDF
13	Sibao Chen 0001, Yu-Mei Zhang, Bin Luo 0001	Manifold-Regularized Adaptive Lasso.	BICS	2018	DBLP DOI BibTeX RDF
13	Yuanzhi Li, Yoram Singer	The Well-Tempered Lasso.	ICML	2018	DBLP BibTeX RDF
13	Mathurin Massias, Joseph Salmon, Alexandre Gramfort	Celer: a Fast Solver for the Lasso with Dual Extrapolation.	ICML	2018	DBLP BibTeX RDF
13	Masaaki Takada, Taiji Suzuki, Hironori Fujisawa	Independently Interpretable Lasso: A New Regularizer for Sparse Regression with Uncorrelated Variables.	AISTATS	2018	DBLP BibTeX RDF
13	Mathurin Massias, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon	Generalized Concomitant Multi-Task Lasso for Sparse Multimodal Regression.	AISTATS	2018	DBLP BibTeX RDF
13	Qingsong Wang	A Dual Alternating Direction Method of Multipliers for the Constrained Lasso Problems.	ICACS	2018	DBLP DOI BibTeX RDF
13	Ramanarayan Mohanty, S. L. Happy, Nilesh Suthar, Aurobinda Routray	A Trace Lasso Regularized Ll-norm Graph Cut for Highly Correlated Noisy Hyperspectral Image.	EUSIPCO	2018	DBLP DOI BibTeX RDF
13	Oscar Hernan Madrid Padilla, James Sharpnack, James G. Scott, Ryan J. Tibshirani	The DFS Fused Lasso: Linear-Time Denoising over General Graphs.	J. Mach. Learn. Res.	2017	DBLP BibTeX RDF
13	Alexander Jung, Nguyen Tran Quang, Alexandru Mara	When Is Network Lasso Accurate?	Frontiers Appl. Math. Stat.	2017	DBLP DOI BibTeX RDF
13	Daiqin Yang, Wentao Bao	Group Lasso-Based Band Selection for Hyperspectral Image Classification.	IEEE Geosci. Remote. Sens. Lett.	2017	DBLP DOI BibTeX RDF
13	Dorit S. Hochbaum, Cheng Lu	A Faster Algorithm Solving a Generalization of Isotonic Median Regression and a Class of Fused Lasso Problems.	SIAM J. Optim.	2017	DBLP DOI BibTeX RDF
13	Ali Khalajmehrabadi, Nikolaos Gatsis, Daniel J. Pack, David Akopian	A Joint Indoor WLAN Localization and Outlier Detection Scheme Using LASSO and Elastic-Net Optimization Techniques.	IEEE Trans. Mob. Comput.	2017	DBLP DOI BibTeX RDF
13	Ping-Yang Chen, Ching-Chuan Chen, Chun-Hao Yang, Sheng-Mao Chang, Kuo-Jung Lee	milr: Multiple-Instance Logistic Regression with Lasso Penalty.	R J.	2017	DBLP DOI BibTeX RDF
13	Chun Yip Yau, Tsz Shing Hui	LARS-type algorithm for group lasso.	Stat. Comput.	2017	DBLP DOI BibTeX RDF
13	Christoph F. Mecklenbräuker, Peter Gerstoft, Erich Zöchmann	c-LASSO and its dual for sparse signal estimation from array data.	Signal Process.	2017	DBLP DOI BibTeX RDF
13	Qiao Liu 0001, Xiao Ma, Weihua Ou, Quan Zhou 0004	Visual object tracking with online sample selection via lasso regularization.	Signal Image Video Process.	2017	DBLP DOI BibTeX RDF
13	Ya Li, Bingo Wing-Kuen Ling, Langxiong Xie, Qingyun Dai	Using LASSO for formulating constraint of least-squares programming for solving one-norm equality constrained problem.	Signal Image Video Process.	2017	DBLP DOI BibTeX RDF
13	Julie Coloigner, Ronald Phlypo, Thomas D. Coates Jr., Natasha Leporé, John C. Wood	Graph Lasso-Based Test for Evaluating Functional Brain Connectivity in Sickle Cell Disease.	Brain Connect.	2017	DBLP DOI BibTeX RDF
13	Jian Wang 0010, Qingling Cai, Qingquan Chang, Jacek M. Zurada	Convergence analyses on sparse feedforward neural networks via group lasso regularization.	Inf. Sci.	2017	DBLP DOI BibTeX RDF
13	Peter D. Hoff	Lasso, fractional norm and structured sparse estimation using a Hadamard product parametrization.	Comput. Stat. Data Anal.	2017	DBLP DOI BibTeX RDF
13	Kyu Ha Lee, Sounak Chakraborty, Jianguo Sun	Variable selection for high-dimensional genomic data with censored outcomes using group lasso prior.	Comput. Stat. Data Anal.	2017	DBLP DOI BibTeX RDF
13	Wanqing Song 0001, Maria Nazarova 0001, Yujin Zhang, Ting Zhang, Ming Li 0002	Sparse Reconstruction Based on the ADMM and Lasso-LSQR for Bearings Vibration Signals.	IEEE Access	2017	DBLP DOI BibTeX RDF