Search results for "LASSO"

Hits ?▲	Authors	Title	Venue	Year	Link
13	Zhaoqiang Liu, Jonathan Scarlett	The Generalized Lasso with Nonlinear Observations and Generative Priors.	CoRR	2020	DBLP BibTeX RDF
13	Fuwei Li, Lifeng Lai, Shuguang Cui	On the Adversarial Robustness of LASSO Based Feature Selection.	CoRR	2020	DBLP BibTeX RDF
13	Léo Simpson, Patrick L. Combettes, Christian L. Müller	c-lasso - a Python package for constrained sparse and robust regression and classification.	CoRR	2020	DBLP BibTeX RDF
13	Damodara Krishna Kishore Galla, Babu Reddy Mukamalla, Rama Prakasha Reddy Chegireddy	Support vector machine based feature extraction for gender recognition from objects using lasso classifier.	J. Big Data	2020	DBLP DOI BibTeX RDF
13	Hai-Wei Shen, Hua Chai, Liang-Yong Xia, Sheng-Bing Wu, Wei Qu, Yong Liang 0001, Xiang-Tao Liu	A greedy screening test strategy to accelerate solving LASSO problems with small regularization parameters.	Soft Comput.	2020	DBLP DOI BibTeX RDF
13	Luowen Liu, Jing Liu 0006	Reconstructing gene regulatory networks via memetic algorithm and LASSO based on recurrent neural networks.	Soft Comput.	2020	DBLP DOI BibTeX RDF
13	Frederico Coelho, Marcelo Costa, Michel Verleysen, Antônio P. Braga	LASSO multi-objective learning algorithm for feature selection.	Soft Comput.	2020	DBLP DOI BibTeX RDF
13	Rui Liu, Min Yuan, Huang Xu, Pinzhong Chen, Xu Steven Xu, Yaning Yang	Adaptive weighted sum tests via LASSO method in multi-locus family-based association analysis.	Comput. Biol. Chem.	2020	DBLP DOI BibTeX RDF
13	Yangjing Zhang, Ning Zhang, Defeng Sun, Kim-Chuan Toh	An efficient Hessian based algorithm for solving large-scale sparse group Lasso problems.	Math. Program.	2020	DBLP DOI BibTeX RDF
13	Jie Yang, Yixin Yang 0001	Sparse Bayesian DOA Estimation Using Hierarchical Synthesis Lasso Priors for Off-Grid Signals.	IEEE Trans. Signal Process.	2020	DBLP DOI BibTeX RDF
13	José Henrique de Morais Goulart, Pedro Marinho R. de Oliveira, Rodrigo Cabral Farias, Vicente Zarzoso, Pierre Comon	Alternating Group Lasso for Block-Term Tensor Decomposition and Application to ECG Source Separation.	IEEE Trans. Signal Process.	2020	DBLP DOI BibTeX RDF
13	Feras N. Al-Obeidat, Bruce Spencer, Omar Alfandi	Consistently accurate forecasts of temperature within buildings from sensor data using ridge and lasso regression.	Future Gener. Comput. Syst.	2020	DBLP DOI BibTeX RDF
13	Chansu Han, Jumpei Shimamura, Takeshi Takahashi 0001, Daisuke Inoue, Jun'ichi Takeuchi, Koji Nakao	Real-Time Detection of Global Cyberthreat Based on Darknet by Estimating Anomalous Synchronization Using Graphical Lasso.	IEICE Trans. Inf. Syst.	2020	DBLP DOI BibTeX RDF
13	Yuta Koike	De-Biased Graphical Lasso for High-Frequency Data.	Entropy	2020	DBLP DOI BibTeX RDF
13	Mariusz Kubkowski, Jan Mielniczuk	Selection Consistency of Lasso-Based Procedures for Misspecified High-Dimensional Binary Model and Random Regressors.	Entropy	2020	DBLP DOI BibTeX RDF
13	Hongping Guo, Zu-Guo Yu, Jiyuan An, Guo-Sheng Han, Yuanlin Ma, Runbin Tang	A Two-Stage Mutual Information Based Bayesian Lasso Algorithm for Multi-Locus Genome-Wide Association Studies.	Entropy	2020	DBLP DOI BibTeX RDF
13	Chanwoo Jin, Gunhak Lee	Exploring spatiotemporal dynamics in a housing market using the spatial vector autoregressive Lasso: A case study of Seoul, Korea.	Trans. GIS	2020	DBLP DOI BibTeX RDF
13	Alexander Erler, Daniel Riebe, Toralf Beitz, Hans-Gerd Löhmannsröben, Robin Gebbers	Soil Nutrient Detection for Precision Agriculture Using Handheld Laser-Induced Breakdown Spectroscopy (LIBS) and Multivariate Regression Methods (PLSR, Lasso and GPR).	Sensors	2020	DBLP DOI BibTeX RDF
13	Galal M. Abdella, Mohammad Reza Maleki, Sangahn Kim, Khalifa N. Al-Khalifa, Abdel Magid S. Hamouda	Phase-I monitoring of high-dimensional covariance matrix using an adaptive thresholding LASSO rule.	Comput. Ind. Eng.	2020	DBLP DOI BibTeX RDF
13	Edward W. Huang, Ameya Bhope, Jing Lim, Saurabh Sinha, Amin Emad	Tissue-guided LASSO for prediction of clinical drug response using preclinical samples.	PLoS Comput. Biol.	2020	DBLP DOI BibTeX RDF
13	Sanjana Gupta, Robin E. C. Lee, James R. Faeder	Parallel Tempering with Lasso for model reduction in systems biology.	PLoS Comput. Biol.	2020	DBLP DOI BibTeX RDF
13	Li Guo 0016, Long Chen 0001, Xiliang Lu, C. L. Philip Chen	Membership Affinity Lasso for Fuzzy Clustering.	IEEE Trans. Fuzzy Syst.	2020	DBLP DOI BibTeX RDF
13	Jiun-Chi Huang, Yi-Chun Tsai, Pei-Yu Wu, Yu-Hui Lien, Chih-Yi Chien, Chih-Feng Kuo, Jeng-Fung Hung, Szu-Chia Chen, Chao-Hung Kuo	Predictive modeling of blood pressure during hemodialysis: a comparison of linear model, random forest, support vector regression, XGBoost, LASSO regression and ensemble method.	Comput. Methods Programs Biomed.	2020	DBLP DOI BibTeX RDF
13	Majid Mohammadi 0001	A Projection Neural Network for the Generalized Lasso.	IEEE Trans. Neural Networks Learn. Syst.	2020	DBLP DOI BibTeX RDF
13	Heng Wang, Jianxu Liu, Songsak Sriboonchitta	Analysis of the Determinants of CO2 Emissions: A Bayesian LASSO Approach.	IUKM	2020	DBLP DOI BibTeX RDF
13	Konstantinos Varelas, Anne Auger, Nikolaus Hansen	Sparse Inverse Covariance Learning for CMA-ES with Graphical Lasso.	PPSN (1)	2020	DBLP DOI BibTeX RDF
13	Sen Yuan, Si Chen, Feng Zhang, Wentao Huang	L1-Norm and Trace Lasso Based Locality Correlation Projection.	ICCSIP	2020	DBLP DOI BibTeX RDF
13	Hengmin Zhang, Wenli Du, Xiaoqian Liu, Bob Zhang 0001, Feng Qian 0004	Factored Trace Lasso Based Linear Regression Methods: Optimizations and Applications.	ICCSIP	2020	DBLP DOI BibTeX RDF
13	Jose Cruz, Wilson Mamani, Christian Romero, Ferdinand Pineda	Multi-parameter Regression of Photovoltaic Systems using Selection of Variables with the Method: Recursive Feature Elimination for Ridge, Lasso and Bayes.	LOD (2)	2020	DBLP DOI BibTeX RDF
13	Fuwei Li, Lifeng Lai, Shuguang Cui	On the Adversarial Robustness of Feature Selection Using LASSO.	MLSP	2020	DBLP DOI BibTeX RDF
13	Elias Kuthe, Sven Rahmann	Engineering Fused Lasso Solvers on Trees.	SEA	2020	DBLP DOI BibTeX RDF
13	Zoumpoulia Dikopoulou, Elpiniki I. Papageorgiou, Koen Vanhoof	Retrieving Sparser Fuzzy Cognitive Maps Directly from Categorical Ordinal Dataset using the Graphical Lasso Models and the MAX-threshold Algorithm.	FUZZ-IEEE	2020	DBLP DOI BibTeX RDF
13	Zoumpoulia Dikopoulou, Elpiniki I. Papageorgiou, Koen Vanhoof	From Undirected Structures to Directed Graphical Lasso Fuzzy Cognitive Maps using Ranking-based Approaches.	FUZZ-IEEE	2020	DBLP DOI BibTeX RDF
13	Xiaofeng Liu 0009, Qing Wang 0015, Haozhi Wang	A Two-Fold Group Lasso Based Lightweight Deep Neural Network for Automatic Modulation Classification.	ICC Workshops	2020	DBLP DOI BibTeX RDF
13	Thang V. Nguyen, Nam T. H. Nguyen, Triet Le, Sang T. T. Nguyen, Lam Huynh	Estimation of Heat of Formation for Chemical Systems using the Lasso Regression-Based Approach.	ICSCA	2020	DBLP DOI BibTeX RDF
13	Yining Feng, Ivan W. Selesnick	Latent Fused Lasso.	ICASSP	2020	DBLP DOI BibTeX RDF
13	Nguyen Q. Tran, Henrik Ambos, Alexander Jung	Classifying Partially Labeled Networked Data VIA Logistic Network Lasso.	ICASSP	2020	DBLP DOI BibTeX RDF
13	Zengde Deng, Man-Chung Yue, Anthony Man-Cho So	An Efficient Augmented Lagrangian-Based Method for Linear Equality-Constrained Lasso.	ICASSP	2020	DBLP DOI BibTeX RDF
13	Avishek Ghosh, Kannan Ramchandran	Some Performance Guarantees of Global LASSO with Local Assumptions for Convolutional Sparse Design Matrices.	ISIT	2020	DBLP DOI BibTeX RDF
13	Jianyu Wang, Xiao-Lei Zhang 0001	Deep Topic Modeling by Multilayer Bootstrap Network and Lasso.	ICPR	2020	DBLP DOI BibTeX RDF
13	Anqi Dong, Amirhossein Taghvaei, Tryphon T. Georgiou	Lasso formulation of the shortest path problem.	CDC	2020	DBLP DOI BibTeX RDF
13	Jitendra K. Tugnait	Consistency of Sparse-Group Lasso Graphical Model Selection for Time Series.	ACSSC	2020	DBLP DOI BibTeX RDF
13	Masaya Kato, Miho Ohsaki, Kei Ohnishi	Genetic Algorithms Using Neural Network Regression and Group Lasso for Dynamic Selection of Crossover Operators.	SCIS/ISIS	2020	DBLP DOI BibTeX RDF
13	Hang Yin, Xinyue Liu, Xiangnan Kong	Gaussian Mixture Graphical Lasso with Application to Edge Detection in Brain Networks.	IEEE BigData	2020	DBLP DOI BibTeX RDF
13	Xiaoya Wang, Yihui Zhang, Yixin Chen	A Novel Lasso Regression Model for Sector Rotation Trading Strategies with "Economy-Policy" Cycles.	IEEE BigData	2020	DBLP DOI BibTeX RDF
13	Cai W. John, Wellington Muchero, Scott J. Emrich	Extreme Phenotype Sampling Improves LASSO and Random Forest Marker Selection for Complex Traits.	BIBM	2020	DBLP DOI BibTeX RDF
13	Alessandro Brusaferri, Matteo Matteucci, Pietro Portolani, Stefano Spinelli, Andrea Vitali	Hybrid system identification using a mixture of NARX experts with LASSO-based feature selection.	CoDIT	2020	DBLP DOI BibTeX RDF
13	Jin Li 0012, Chenyuan Bian, Dandan Chen, Xianglian Meng, Haoran Luo, Hong Liang, Li Shen 0001	Persistent Feature Analysis of Multimodal Brain Networks Using Generalized Fused Lasso for EMCI Identification.	MICCAI (7)	2020	DBLP DOI BibTeX RDF
13	Hua Wang, Yachong Yang, Zhiqi Bu, Weijie J. Su	The Complete Lasso Tradeoff Diagram.	NeurIPS	2020	DBLP BibTeX RDF
13	Zhaoqiang Liu, Jonathan Scarlett	The Generalized Lasso with Nonlinear Observations and Generative Priors.	NeurIPS	2020	DBLP BibTeX RDF
13	Jérôme-Alexis Chevalier, Joseph Salmon, Alexandre Gramfort, Bertrand Thirion	Statistical control for spatio-temporal MEG/EEG source imaging with desparsified mutli-task Lasso.	NeurIPS	2020	DBLP BibTeX RDF
13	Oyebade K. Oyedotun, Djamila Aouada, Björn E. Ottersten	Structured Compression of Deep Neural Networks with Debiased Elastic Group LASSO.	WACV	2020	DBLP DOI BibTeX RDF
13	Tingxian Wu, Ziru Zhao, Haoxiang Wei, Yan Peng	Research on PM2.5 Integrated Prediction Model Based on Lasso-RF-GAM.	DMBD	2020	DBLP DOI BibTeX RDF
13	Ibrahim Hammoud, I. V. Ramakrishnan, Mark Henry, Eric Morley	Multimodal Early Septic Shock Prediction Model using Lasso Regression with Decaying Response.	ICHI	2020	DBLP DOI BibTeX RDF
13	Erick Schmidt, Nikolaos Gatsis, David Akopian	High-Resolution Correlator Based Detection of GPS Spoofing Attacks Using the LASSO.	PLANS	2020	DBLP DOI BibTeX RDF
13	Yao Zhang 0009, Yun Xiong, Xiangnan Kong, Xinyue Liu, Yangyong Zhu	Multi-task Attributed Graphical Lasso.	APWeb/WAIM (1)	2020	DBLP DOI BibTeX RDF
13	Quentin Bertrand, Quentin Klopfenstein, Mathieu Blondel, Samuel Vaiter, Alexandre Gramfort, Joseph Salmon	Implicit differentiation of Lasso-type models for hyperparameter optimization.	ICML	2020	DBLP BibTeX RDF
13	Cynthia Rush	An Asymptotic Rate for the LASSO Loss.	AISTATS	2020	DBLP BibTeX RDF
13	Pedro Cisneros-Velarde, Alexander Petersen, Sang-Yun Oh	Distributionally Robust Formulation and Model Selection for the Graphical Lasso.	AISTATS	2020	DBLP BibTeX RDF
13	Yu Wang 0144, Byoungwook Jang, Alfred O. Hero III	The Sylvester Graphical Lasso (SyGlasso).	AISTATS	2020	DBLP BibTeX RDF
13	David Luengo, Javier Vía, Tom Trigano	Efficient Iteratively Reweighted LASSO Algorithm for Cross-Products Penalized Sparse Solutions.	EUSIPCO	2020	DBLP DOI BibTeX RDF
13	Zhong Chen 0003, Andrea Edwards, Kun Zhang 0012	Fusion Lasso and Its Applications to Cancer Subtype and Stage Prediction.	BCB	2020	DBLP DOI BibTeX RDF
13	Shounak Datta, Vikrant A. Dev, Mario R. Eden	Using correlation based adaptive LASSO algorithm to develop QSPR of antitumour agents for DNA-drug binding prediction.	Comput. Chem. Eng.	2019	DBLP DOI BibTeX RDF
13	Changsoo Kim, Hodong Lee, Won Bo Lee	Process fault diagnosis via the integrated use of graphical lasso and Markov random fields learning & inference.	Comput. Chem. Eng.	2019	DBLP DOI BibTeX RDF
13	Junfei Qiao 0001, Lei Wang 0173, Cuili Yang	Adaptive lasso echo state network based on modified Bayesian information criterion for nonlinear system modeling.	Neural Comput. Appl.	2019	DBLP DOI BibTeX RDF
13	Zhibin Zhao, Shuming Wu, Baijie Qiao, Shibin Wang, Xuefeng Chen 0002	Enhanced Sparse Period-Group Lasso for Bearing Fault Diagnosis.	IEEE Trans. Ind. Electron.	2019	DBLP DOI BibTeX RDF
13	Antonio Robles-Guerrero, Tonatiuh Saucedo-Anaya, Efrén González-Ramérez, José Ismael de la Rosa Vargas	Analysis of a multiclass classification problem by Lasso Logistic Regression and Singular Value Decomposition to identify sound patterns in queenless bee colonies.	Comput. Electron. Agric.	2019	DBLP DOI BibTeX RDF
13	Frank Emmert-Streib, Matthias Dehmer	High-Dimensional LASSO-Based Computational Regression Models: Regularization, Shrinkage, and Selection.	Mach. Learn. Knowl. Extr.	2019	DBLP DOI BibTeX RDF
13	Jie Wang 0005, Zhanqiu Zhang, Jieping Ye	Two-Layer Feature Reduction for Sparse-Group Lasso via Decomposition of Convex Sets.	J. Mach. Learn. Res.	2019	DBLP BibTeX RDF
13	Tomoyuki Obuchi, Yoshiyuki Kabashima	Semi-Analytic Resampling in Lasso.	J. Mach. Learn. Res.	2019	DBLP BibTeX RDF
13	Salar Fattahi, Somayeh Sojoudi	Graphical Lasso and Thresholding: Equivalence and Closed-form Solutions.	J. Mach. Learn. Res.	2019	DBLP BibTeX RDF
13	Meixia Lin, Yong-Jin Liu, Defeng Sun, Kim-Chuan Toh	Efficient Sparse Semismooth Newton Methods for the Clustered Lasso Problem.	SIAM J. Optim.	2019	DBLP DOI BibTeX RDF
13	Xiaoli Liu 0001, Peng Cao 0001, Jianzhong Wang, Jun Kong, Dazhe Zhao	Fused Group Lasso Regularized Multi-Task Feature Learning and Its Application to the Cognitive Performance Prediction of Alzheimer's Disease.	Neuroinformatics	2019	DBLP DOI BibTeX RDF
13	Maryam Abdolali, Mohammad Rahmati	Robust subspace clustering for image data using clean dictionary estimation and group lasso based matrix completion.	J. Vis. Commun. Image Represent.	2019	DBLP DOI BibTeX RDF
13	Dominik Müller, Claudia Czado	Selection of sparse vine copulas in high dimensions with the Lasso.	Stat. Comput.	2019	DBLP DOI BibTeX RDF
13	Malek Messai, Abdeldjalil Aïssa-El-Bey, Karine Amis, Frédéric Guilloud	Iteratively reweighted two-stage LASSO for block-sparse signal recovery under finite-alphabet constraints.	Signal Process.	2019	DBLP DOI BibTeX RDF
13	Xianli Pan, Yitian Xu	A safe reinforced feature screening strategy for lasso based on feasible solutions.	Inf. Sci.	2019	DBLP DOI BibTeX RDF
13	Andreas Groll, Julien Hambuckers, Thomas Kneib, Nikolaus Umlauf	LASSO-type penalization in the framework of generalized additive models for location, scale and shape.	Comput. Stat. Data Anal.	2019	DBLP DOI BibTeX RDF
13	Maryclare Griffin, Peter D. Hoff	Lasso ANOVA decompositions for matrix and tensor data.	Comput. Stat. Data Anal.	2019	DBLP DOI BibTeX RDF
13	Dominik Müller, Claudia Czado	Dependence modelling in ultra high dimensions with vine copulas and the Graphical Lasso.	Comput. Stat. Data Anal.	2019	DBLP DOI BibTeX RDF
13	Wei-Jie Chen 0001, Kai-Li Yang, Yuan-Hai Shao 0001, Yu-Juan Chen, Ju Zhang 0004, Jing-Jing Yao	A Trace Lasso Regularized Robust Nonparallel Proximal Support Vector Machine for Noisy Classification.	IEEE Access	2019	DBLP DOI BibTeX RDF
13	Quande Dong, Xianwei Li 0002	Integrating Social Homophily and Network Lasso for Personalized Sentiment Classification.	IEEE Access	2019	DBLP DOI BibTeX RDF
13	Jie Dong 0004, Ruiqi Sun, Kaixiang Peng, Zhijie Shi, Liang Ma	Quality Monitoring and Root Cause Diagnosis for Industrial Processes Based on Lasso-SAE-CCA.	IEEE Access	2019	DBLP DOI BibTeX RDF
13	Yu Wang 0051, Yinxing Shen, Shiwen Mao, Xin Chen, Hualei Zou	LASSO and LSTM Integrated Temporal Model for Short-Term Solar Intensity Forecasting.	IEEE Internet Things J.	2019	DBLP DOI BibTeX RDF
13	Raphael Saavedra, Pedro Tovar, Gustavo C. Amaral 0001, Bruno Fanzeres	Full Optical Fiber Link Characterization With the BSS-Lasso.	IEEE Trans. Instrum. Meas.	2019	DBLP DOI BibTeX RDF
13	Mei Li, Lingchen Kong	Double fused Lasso penalized LAD for matrix regression.	Appl. Math. Comput.	2019	DBLP DOI BibTeX RDF
13	Chenggang Guo, Dongyi Chen, Zhiqi Huang	Real-Time Sparse Visual Tracking Using Circulant Reverse Lasso Model.	IEICE Trans. Inf. Syst.	2019	DBLP DOI BibTeX RDF
13	Keiichi Funaki	Sparse Time-Varying Complex AR (TV-CAR) Speech Analysis Based on Adaptive LASSO.	IEICE Trans. Fundam. Electron. Commun. Comput. Sci.	2019	DBLP DOI BibTeX RDF
13	Yang Li 0010, Jingyu Liu 0002, Xinqiang Gao, Biao Jie, Minjeong Kim, Pew-Thian Yap, Chong-Yaw Wee, Dinggang Shen	Multimodal hyper-connectivity of functional networks using functionally-weighted LASSO for MCI classification.	Medical Image Anal.	2019	DBLP DOI BibTeX RDF
13	Ying Xiong, Qing-Hua Ling, Fei Han 0001, Qing-Hua Liu	An efficient gene selection method for microarray data based on LASSO and BPSO.	BMC Bioinform.	2019	DBLP DOI BibTeX RDF
13	Patrik Waldmann, Maja Ferencakovic, Gábor Mészáros, Negar Khayatzadeh, Ino Curik, Johann Sölkner	AUTALASSO: an automatic adaptive LASSO for genome-wide prediction.	BMC Bioinform.	2019	DBLP DOI BibTeX RDF
13	Yue Shi, Zhiguo Feng, Ka Fai Cedric Yiu	A descent method for least absolute deviation lasso problems.	Optim. Lett.	2019	DBLP DOI BibTeX RDF
13	Gholamreza Hesamian, Mohammad Ghasem Akbari	Fuzzy Lasso regression model with exact explanatory variables and fuzzy responses.	Int. J. Approx. Reason.	2019	DBLP DOI BibTeX RDF
13	Frank A. Fishburn, Christina O. Hlutkowsky, Lisa M. Bemis, Theodore J. Huppert, Lauren S. Wakschlag, Susan B. Perlman	Irritability uniquely predicts prefrontal cortex activation during preschool inhibitory control among all temperament domains: A LASSO approach.	NeuroImage	2019	DBLP DOI BibTeX RDF
13	Yadi Wang, Xiaoping Li 0001, Rubén Ruiz	Weighted General Group Lasso for Gene Selection in Cancer Classification.	IEEE Trans. Cybern.	2019	DBLP DOI BibTeX RDF
13	Jian Wang 0010, Qingquan Chang, Qin Chang, Yusong Liu, Nikhil R. Pal	Weight Noise Injection-Based MLPs With Group Lasso Penalty: Asymptotic Convergence and Application to Node Pruning.	IEEE Trans. Cybern.	2019	DBLP DOI BibTeX RDF
13	Dao Thanh Tung, Minh-Ngoc Tran, Tran Manh Cuong	Bayesian adaptive lasso with variational Bayes for variable selection in high-dimensional generalized linear mixed models.	Commun. Stat. Simul. Comput.	2019	DBLP DOI BibTeX RDF
13	Yuzhu Tian, Silian Shen, Ge Lu, Man-Lai Tang, Maozai Tian	Bayesian LASSO-Regularized quantile regression for linear regression models with autoregressive errors.	Commun. Stat. Simul. Comput.	2019	DBLP DOI BibTeX RDF
13	Dengke Xu, Niansheng Tang	Bayesian adaptive Lasso for quantile regression models with nonignorably missing response data.	Commun. Stat. Simul. Comput.	2019	DBLP DOI BibTeX RDF
13	Hidetoshi Matsui	Sparse group lasso for multiclass functional logistic regression models.	Commun. Stat. Simul. Comput.	2019	DBLP DOI BibTeX RDF