Search results for "LASSO"

Hits ?▲	Authors	Title	Venue	Year	Link
13	Wenyu Liu 0006, Hao Yan, Qing Wang 0033, Nan Hu, Ni Liu, Fanding Xu, Junbo Duan	Smoothing of Time-Varying Graph With the Generalized LASSO.	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Pronab Ghosh, Sami Azam, Mirjam Jonkman, Asif Karim, F. M. Javed Mehedi Shamrat, Eva Ignatious, Shahana Shultana, Abhijith Reddy Beeravolu, Friso De Boer	Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms With Relief and LASSO Feature Selection Techniques.	IEEE Access	2021	DBLP DOI BibTeX RDF
13	Dingliang Wang, Xuezhi Yang, Xuenan Liu, Likun Ma, Longwei Li, Wenjin Wang 0002	Photoplethysmography-Based Blood Pressure Estimation Combining Filter-Wrapper Collaborated Feature Selection With LASSO-LSTM Model.	IEEE Trans. Instrum. Meas.	2021	DBLP DOI BibTeX RDF
13	Kai He, Lei Mao, Jianbo Yu, Weiguo Huang, Qingbo He, Lisa M. Jackson	Long-Term Performance Prediction of PEMFC Based on LASSO-ESN.	IEEE Trans. Instrum. Meas.	2021	DBLP DOI BibTeX RDF
13	Zhenkun Diwu, Hongrui Cao, Lei Wang 0153, Xuefeng Chen 0002	Collaborative Double Sparse Period-Group Lasso for Bearing Fault Diagnosis.	IEEE Trans. Instrum. Meas.	2021	DBLP DOI BibTeX RDF
13	David Neto	Adaptive LASSO for selecting Fourier coefficients in a functional smooth time-varying cointegrating regression: An application to the Feldstein-Horioka puzzle.	Math. Comput. Simul.	2021	DBLP DOI BibTeX RDF
13	Kai Zheng 0019, Tianliang Li, Zuqiang Su, Bin Zhang	Sparse Elitist Group Lasso Denoising in Frequency Domain for Bearing Fault Diagnosis.	IEEE Trans. Ind. Informatics	2021	DBLP DOI BibTeX RDF
13	Junzhong Ji, Yao Yao	Convolutional Neural Network With Graphical Lasso to Extract Sparse Topological Features for Brain Disease Classification.	IEEE ACM Trans. Comput. Biol. Bioinform.	2021	DBLP DOI BibTeX RDF
13	Nickolas Steinauer, Kevin Zhang, Chun Guo 0006, Jinsong Zhang	Computational Modeling of Gene-Specific Transcriptional Repression, Activation and Chromatin Interactions in Leukemogenesis by LASSO-Regularized Logistic Regression.	IEEE ACM Trans. Comput. Biol. Bioinform.	2021	DBLP DOI BibTeX RDF
13	Camilla Lingjærde, Tonje Lien, Ørnulf Borgan, Helga Bergholtz, Ingrid Kristine Glad	Tailored graphical lasso for data integration in gene network reconstruction.	BMC Bioinform.	2021	DBLP DOI BibTeX RDF
13	Daishin Ueno, Harunori Kawabe, Shotaro Yamasaki, Taku Demura, Ko Kato	Feature selection for RNA cleavage efficiency at specific sites using the LASSO regression model in Arabidopsis thaliana.	BMC Bioinform.	2021	DBLP DOI BibTeX RDF
13	Congpei An, Hao-Ning Wu	Lasso Hyperinterpolation Over General Regions.	SIAM J. Sci. Comput.	2021	DBLP DOI BibTeX RDF
13	Chengyu Ke, Miju Ahn, Sunyoung Shin, Yifei Lou	Iteratively Reweighted Group Lasso Based on Log-Composite Regularization.	SIAM J. Sci. Comput.	2021	DBLP DOI BibTeX RDF
13	Basava Naga Girish Koneru, Nitin Chandrachoodan, Vinita Vasudevan	A Smoothed LASSO-Based DNN Sparsification Technique.	IEEE Trans. Circuits Syst. I Regul. Pap.	2021	DBLP DOI BibTeX RDF
13	Alexander Jung, Yasmin Sarcheshmehpour	Local Graph Clustering With Network Lasso.	IEEE Signal Process. Lett.	2021	DBLP DOI BibTeX RDF
13	Tao Wang	A combined model for short-term wind speed forecasting based on empirical mode decomposition, feature selection, support vector regression and cross-validated lasso.	PeerJ Comput. Sci.	2021	DBLP DOI BibTeX RDF
13	Majid Mohammadi 0001	A Compact Neural Network for Fused Lasso Signal Approximator.	IEEE Trans. Cybern.	2021	DBLP DOI BibTeX RDF
13	Ning Zhang, Yangjing Zhang, Defeng Sun, Kim-Chuan Toh	An Efficient Linearly Convergent Regularized Proximal Point Algorithm for Fused Multiple Graphical Lasso Problems.	SIAM J. Math. Data Sci.	2021	DBLP DOI BibTeX RDF
13	Tal Amir, Ronen Basri, Boaz Nadler	The Trimmed Lasso: Sparse Recovery Guarantees and Practical Optimization by the Generalized Soft-Min Penalty.	SIAM J. Math. Data Sci.	2021	DBLP DOI BibTeX RDF
13	Sung Won Han, Sunghoon Park, Hua Zhong, Eun-Seok Ryu, Pei Wang, Sehee Jung, Jayeon Lim, Jeewhan Yoon, Sunghwan Kim	Estimation of joint directed acyclic graphs with lasso family for gene networks.	Commun. Stat. Simul. Comput.	2021	DBLP DOI BibTeX RDF
13	Camila Epprecht, Dominique Guégan, Álvaro Veiga, Joel Corrêa da Rosa	Variable selection and forecasting via automated methods for linear models: LASSO/adaLASSO and Autometrics.	Commun. Stat. Simul. Comput.	2021	DBLP DOI BibTeX RDF
13	Jean Claude Utazirubanda, Tomás M. León, Papa Ngom	Variable selection with group LASSO approach: Application to Cox regression with frailty model.	Commun. Stat. Simul. Comput.	2021	DBLP DOI BibTeX RDF
13	Eddy Kwessi	Double Penalized Semi-Parametric Signed-Rank Regression with Adaptive LASSO.	J. Syst. Sci. Complex.	2021	DBLP DOI BibTeX RDF
13	Wei Wang, Wei Liu	PCLasso: a protein complex-based, group lasso-Cox model for accurate prognosis and risk protein complex discovery.	Briefings Bioinform.	2021	DBLP DOI BibTeX RDF
13	Heike Deutelmoser, Dominique Scherer, Hermann Brenner, Melanie Waldenberger, Karsten Suhre, Gabi Kastenmüller, Justo Lorenzo Bermejo	Robust Huber-LASSO for improved prediction of protein, metabolite and gene expression levels relying on individual genotype data.	Briefings Bioinform.	2021	DBLP DOI BibTeX RDF
13	Anson T. Y. Ho, Kim P. Huynh, David T. Jacho-Chávez, Diego Rojas-Baez	Data Science in Stata 16: Frames, Lasso, and Python Integration.	J. Stat. Softw.	2021	DBLP DOI BibTeX RDF
13	Léo Simpson, Patrick L. Combettes, Christian L. Müller	c-lasso - a Python package for constrained sparse and robust regression and classification.	J. Open Source Softw.	2021	DBLP DOI BibTeX RDF
13	Fabian Schaipp, Oleg Vlasovets, Christian Müller	GGLasso - a Python package for General Graphical Lasso computation.	J. Open Source Softw.	2021	DBLP DOI BibTeX RDF
13	Adam C. Richie-Halford, Manjari Narayan, Noah Simon, Jason D. Yeatman, Ariel Rokem	Groupyr: Sparse Group Lasso in Python.	J. Open Source Softw.	2021	DBLP DOI BibTeX RDF
13	Xiaokang Wang 0002, Huiwen Wang, Shanshan Wang 0005, Jidong Yuan	Convex clustering method for compositional data via sparse group lasso.	Neurocomputing	2021	DBLP DOI BibTeX RDF
13	David Degras	Sparse group fused lasso for model segmentation: a hybrid approach.	Adv. Data Anal. Classif.	2021	DBLP DOI BibTeX RDF
13	Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo, M. Remedios Sillero-Denamiel	A cost-sensitive constrained Lasso.	Adv. Data Anal. Classif.	2021	DBLP DOI BibTeX RDF
13	Alvaro Mendez-Civieta, M. Carmen Aguilera-Morillo, Rosa E. Lillo	Adaptive sparse group LASSO in quantile regression.	Adv. Data Anal. Classif.	2021	DBLP DOI BibTeX RDF
13	Gourab Ghosh Roy, Nicholas Geard, Karin Verspoor, Shan He 0001	PoLoBag: Polynomial Lasso Bagging for signed gene regulatory network inference from expression data.	Bioinform.	2021	DBLP DOI BibTeX RDF
13	Wei Wang, Wei Liu	Integration of gene interaction information into a reweighted Lasso-Cox model for accurate survival prediction.	Bioinform.	2021	DBLP DOI BibTeX RDF
13	Markku Kuismin, Mikko J. Sillanpää	MCPeSe: Monte Carlo penalty selection for graphical lasso.	Bioinform.	2021	DBLP DOI BibTeX RDF
13	Kyuhun Shim, Jaehyung Yu, Lei Wang 0022, Sangin Lee, Sang-Mo Koh, Bum Han Lee	Content Controlled Spectral Indices for Detection of Hydrothermal Alteration Minerals Based on Machine Learning and Lasso-Logistic Regression Analysis.	IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.	2021	DBLP DOI BibTeX RDF
13	Andreea B. Alexandru, Anastasios Tsiamis, George J. Pappas	Encrypted Distributed Lasso for Sparse Data Predictive Control.	CoRR	2021	DBLP BibTeX RDF
13	Vo Nguyen Le Duy, Ichiro Takeuchi	More Powerful Conditional Selective Inference for Generalized Lasso by Parametric Programming.	CoRR	2021	DBLP BibTeX RDF
13	Yun Yue, Yongchao Liu, Suo Tong, Minghao Li, Zhen Zhang, Chunyang Wen, Huanjun Bao, Lihong Gu, Jinjie Gu, Yixiang Mu	Adaptive Optimizers with Sparse Group Lasso for Neural Networks in CTR Prediction.	CoRR	2021	DBLP BibTeX RDF
13	Kaito Shimamura, Shuichi Kawano	A Bayesian approach to multi-task learning with network lasso.	CoRR	2021	DBLP BibTeX RDF
13	Proloy Das, Behtash Babadi	Non-Asymptotic Guarantees for Robust Identification of Granger Causality via the LASSO.	CoRR	2021	DBLP BibTeX RDF
13	Mitchell Krock, William Kleiber, Dorit Hammerling, Stephen Becker	Modeling massive multivariate spatial data with the basis graphical lasso.	CoRR	2021	DBLP BibTeX RDF
13	Yuma Iwasaki, Masahiko Ishida	Data-driven formulation of natural laws by recursive-LASSO-based symbolic regression.	CoRR	2021	DBLP BibTeX RDF
13	Xiangming Meng, Tomoyuki Obuchi, Yoshiyuki Kabashima	On Model Selection Consistency of Lasso for High-Dimensional Ising Models on Tree-like Graphs.	CoRR	2021	DBLP BibTeX RDF
13	Johan Larsson 0002	Look-Ahead Screening Rules for the Lasso.	CoRR	2021	DBLP BibTeX RDF
13	Liyang Han, Pierre Pinson, Jalal Kazempour	Trading Data for Wind Power Forecasting: A Regression Market with Lasso Regularization.	CoRR	2021	DBLP BibTeX RDF
13	Hang Yin, Xinyue Liu, Xiangnan Kong	Gaussian Mixture Graphical Lasso with Application to Edge Detection in Brain Networks.	CoRR	2021	DBLP BibTeX RDF
13	David Gregoratti, Xavier Mestre, Carlos Buelga	Exclusive Group Lasso for Structured Variable Selection.	CoRR	2021	DBLP BibTeX RDF
13	Minjie Wang, Genevera I. Allen	Thresholded Graphical Lasso Adjusts for Latent Variables: Application to Functional Neural Connectivity.	CoRR	2021	DBLP BibTeX RDF
13	Ayed M. Alrashdi, Abdullah E. Alrashdi, Mohamed A. H. Eleiwa	Optimum GSSK Transmission in Massive MIMO Systems Using the Box-LASSO Decoder.	CoRR	2021	DBLP BibTeX RDF
13	Lam Si Tung Ho, Giang Tran	Adaptive Group Lasso Neural Network Models for Functions of Few Variables and Time-Dependent Data.	CoRR	2021	DBLP BibTeX RDF
13	Chengjing Wang, Peipei Tang	A dual semismooth Newton based augmented Lagrangian method for large-scale linearly constrained sparse group square-root Lasso problems.	CoRR	2021	DBLP BibTeX RDF
13	Oskar Allerbo, Rebecka Jörnsten	Non-linear, Sparse Dimensionality Reduction via Path Lasso Penalized Autoencoders.	CoRR	2021	DBLP BibTeX RDF
13	Kenan Sehic, Alexandre Gramfort, Joseph Salmon, Luigi Nardi	LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso.	CoRR	2021	DBLP BibTeX RDF
13	Yaoyao He, Yun Wang	Short-term wind power prediction based on EEMD-LASSO-QRNN model.	Appl. Soft Comput.	2021	DBLP DOI BibTeX RDF
13	H. Chatrabgoun, Ali-Reza Soltanian, Hossein Mahjub, F. Bahreini	Learning gene regulatory networks using gaussian process emulator and graphical LASSO.	J. Bioinform. Comput. Biol.	2021	DBLP DOI BibTeX RDF
13	Marie Beth van Egmond, Gabriele Spini, Onno van der Galiën, Arne IJpma, Thijs Veugen, Wessel Kraaij, Alex Sangers, Thomas Rooijakkers, Peter Langenkamp, Bart Kamphorst, Natasja van de L'Isle, Milena Kooij-Janic	Privacy-preserving dataset combination and Lasso regression for healthcare predictions.	BMC Medical Informatics Decis. Mak.	2021	DBLP DOI BibTeX RDF
13	Hong-Fan Zhang	Minimum Average Variance Estimation with group Lasso for the multivariate response Central Mean Subspace.	J. Multivar. Anal.	2021	DBLP DOI BibTeX RDF
13	Jitendra K. Tugnait	Corrections to "Sparse-Group Lasso for Graph Learning From Multi-Attribute Data".	IEEE Trans. Signal Process.	2021	DBLP DOI BibTeX RDF
13	Jitendra K. Tugnait	Sparse-Group Lasso for Graph Learning From Multi-Attribute Data.	IEEE Trans. Signal Process.	2021	DBLP DOI BibTeX RDF
13	Fuwei Li, Lifeng Lai, Shuguang Cui	On the Adversarial Robustness of LASSO Based Feature Selection.	IEEE Trans. Signal Process.	2021	DBLP DOI BibTeX RDF
13	Lijun Yang, Sijia Ding, Feng Zhou, Xiaohui Yang, Yunhai Xiao	Robust EEG feature learning model based on an adaptive weight and pairwise-fused LASSO.	Biomed. Signal Process. Control.	2021	DBLP DOI BibTeX RDF
13	Xiaoding Guo, Hongli Zhang 0001, Lin Ye, Shang Li 0003	TenLa: an approach based on controllable tensor decomposition and optimized lasso regression for judgement prediction of legal cases.	Appl. Intell.	2021	DBLP DOI BibTeX RDF
13	Xinshuang Xiao, Yitian Xu	Multi-target regression via self-parameterized Lasso and refactored target space.	Appl. Intell.	2021	DBLP DOI BibTeX RDF
13	Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten	Deep network compression with teacher latent subspace learning and LASSO.	Appl. Intell.	2021	DBLP DOI BibTeX RDF
13	Jasleen Kaur Sethi, Mamta Mittal	An efficient correlation based adaptive LASSO regression method for air quality index prediction.	Earth Sci. Informatics	2021	DBLP DOI BibTeX RDF
13	Biyang Ma, Jing Tang 0001, Bilian Chen, Yinghui Pan, Yifeng Zeng	Tensor optimization with group lasso for multi-agent predictive state representation.	Knowl. Based Syst.	2021	DBLP DOI BibTeX RDF
13	Shaotong Zhang, Jinran Wu, Yonggang Jia, You-Gan Wang, Yaqi Zhang, Qibin Duan	A temporal LASSO regression model for the emergency forecasting of the suspended sediment concentrations in coastal oceans: Accuracy and interpretability.	Eng. Appl. Artif. Intell.	2021	DBLP DOI BibTeX RDF
13	Mohamed Azmi, Abdelaziz Berrado	CARs-RP: Lasso-based class association rules pruning.	Int. J. Bus. Intell. Data Min.	2021	DBLP DOI BibTeX RDF
13	Jie Chen, Ryosuke Shimmura, Joe Suzuki	Efficient Proximal Gradient Algorithms for Joint Graphical Lasso.	Entropy	2021	DBLP DOI BibTeX RDF
13	Iván L. Degano, Pablo A. Lotito	Analyzing spatial mobility patterns with time-varying graphical lasso: Application to COVID-19 spread.	Trans. GIS	2021	DBLP DOI BibTeX RDF
13	Madhuri Gupta, Bharat Gupta	A novel gene expression test method of minimizing breast cancer risk in reduced cost and time by improving SVM-RFE gene selection method combined with LASSO.	J. Integr. Bioinform.	2021	DBLP DOI BibTeX RDF
13	Mitchell Krock, William Kleiber, Stephen Becker	Nonstationary Modeling With Sparsity for Spatial Data via the Basis Graphical Lasso.	J. Comput. Graph. Stat.	2021	DBLP DOI BibTeX RDF
13	Pascaline Descloux, Sylvain Sardy	Model Selection With Lasso-Zero: Adding Straw to the Haystack to Better Find Needles.	J. Comput. Graph. Stat.	2021	DBLP DOI BibTeX RDF
13	Weihua Liu, Shan Zeng, Guiju Wu, Hao Li 0034, Feifei Chen	Rice Seed Purity Identification Technology Using Hyperspectral Image with LASSO Logistic Regression Model.	Sensors	2021	DBLP DOI BibTeX RDF
13	Yang Xu, Hongmei Jiang, Wenxin Jiang	Extended graphical lasso for multiple interaction networks for high dimensional omics data.	PLoS Comput. Biol.	2021	DBLP DOI BibTeX RDF
13	Hongjian Bo, Haifeng Li 0001, Boying Wu, Hongwei Li, Lin Ma 0003	Long-Term EEG Component Analysis Method Based on Lasso Regression.	Algorithms	2021	DBLP DOI BibTeX RDF
13	Leiming Jin, Wenying Du, Baoqiang Ma, Debin Zeng, Ying Han, Shuyu Li	Feature level-based group lasso method for amnestic mild cognitive impairment diagnosis.	Comput. Methods Programs Biomed.	2021	DBLP DOI BibTeX RDF
13	Jian Wang 0010, Huaqing Zhang 0002, Junze Wang, Yifei Pu, Nikhil R. Pal	Feature Selection Using a Neural Network With Group Lasso Regularization and Controlled Redundancy.	IEEE Trans. Neural Networks Learn. Syst.	2021	DBLP DOI BibTeX RDF
13	Qian Li, Wei Zhang 0172	An improved linear convergence of FISTA for the LASSO problem with application to CT image reconstruction.	J. Comb. Optim.	2021	DBLP DOI BibTeX RDF
13	Keiichi Funaki	On Adaptive LASSO-based Sparse Time-Varying Complex AR Speech Analysis.	ISCSLP	2021	DBLP DOI BibTeX RDF
13	Kan Chen, Zhiqi Bu, Shiyun Xu	Asymptotic Statistical Analysis of Sparse Group LASSO via Approximate Message Passing.	ECML/PKDD (3)	2021	DBLP DOI BibTeX RDF
13	Yun Yue, Yongchao Liu, Suo Tong, Minghao Li, Zhen Zhang, Chunyang Wen, Huanjun Bao, Lihong Gu, Jinjie Gu, Yixiang Mu	Adaptive Optimizers with Sparse Group Lasso for Neural Networks in CTR Prediction.	ECML/PKDD (3)	2021	DBLP DOI BibTeX RDF
13	Clemens Klöck	FIR Filter Design Method Based on LASSO to Adjust the Number of Non-zero Coefficients.	CITS	2021	DBLP DOI BibTeX RDF
13	Wei Liu, Hanwen Xu, Cheng Fang, Lei Yang 0015, Weidong Jiao	Auto-Learning of Parameters for High Resolution Sparse Group Lasso SAR Imagery.	IC-NIDC	2021	DBLP DOI BibTeX RDF
13	Mohamed Hamada 0001, Jesse Jeremiah Tanimu, Mohammed Hassan, Habeebah Adamu Kakudi, Patience Robert	Evaluation of Recursive Feature Elimination and LASSO Regularization-based optimized feature selection approaches for cervical cancer prediction.	MCSoC	2021	DBLP DOI BibTeX RDF
13	Maximiliana Behnke, Kenneth Heafield	Pruning Neural Machine Translation for Speed Using Group Lasso.	WMT@EMNLP	2021	DBLP BibTeX RDF
13	Yanting Ma, Min Kang, Jack W. Silverstein, Dror Baron	Local Convergence of an AMP Variant to the LASSO Solution in Finite Dimensions.	ISIT	2021	DBLP DOI BibTeX RDF
13	Andreea B. Alexandru, Anastasios Tsiamis, George J. Pappas	Encrypted Distributed Lasso for Sparse Data Predictive Control.	CDC	2021	DBLP DOI BibTeX RDF
13	Shengming Fu	Improvement of Adaptive Lasso in Binary Quantile Regression.	ISEEIE	2021	DBLP DOI BibTeX RDF
13	Mineaki Ohishi, Kensuke Okamura, Yoshimichi Itoh, Hirokazu Yanagihara	Optimizations for Categorizations of Explanatory Variables in Linear Regression via Generalized Fused Lasso.	KES-IDT	2021	DBLP DOI BibTeX RDF
13	Hirokazu Yanagihara, Ryoya Oda	Coordinate Descent Algorithm for Normal-Likelihood-Based Group Lasso in Multivariate Linear Regression.	KES-IDT	2021	DBLP DOI BibTeX RDF
13	Mariko Yamamura, Mineaki Ohishi, Hirokazu Yanagihara	Spatio-Temporal Adaptive Fused Lasso for Proportion Data.	KES-IDT	2021	DBLP DOI BibTeX RDF
13	Jin Wu 0002, Zebo Zhou, Hassen Fourati, Ming Liu 0001	Lasso Wahba's Problem and Its Analytical Solution for Spacecraft Attitude Determination.	CASE	2021	DBLP DOI BibTeX RDF
13	Iwona Forys	Lasso Penalty method for variable selection in database construction process and developing house value models in RUA.	KES	2021	DBLP DOI BibTeX RDF
13	Le Weng, Hengyu Liu 0005, Lianfen Huang, Yingmin Zhang, Chao Feng	Android malicious application detection based on Support Filtering and Lasso LR Algorithm.	CCCI	2021	DBLP DOI BibTeX RDF
13	Dong Wang, Yue Che, Chao Li, Yahui Chen, Hui Yin, Chunlian Zhang	Base Station Prediction Analysis Scheme Based on Lasso Regression Machine Learning Algorithm.	TrustCom	2021	DBLP DOI BibTeX RDF
13	Nisha Puthiyedth, Nuoyi Zhang, Ziqing Wang, Yan Yan	Performance Comparison of LASSO Variants with Genome-Wide Association Studies (GWAS).	BIBM	2021	DBLP DOI BibTeX RDF
13	Owen Queen, Scott J. Emrich	LASSO-based feature selection for improved microbial and microbiome classification.	BIBM	2021	DBLP DOI BibTeX RDF