Search results for "LASSO"

Hits ?▲	Authors	Title	Venue	Year	Link
13	Morteza Amini, Mahdi Roozbeh	Improving the prediction performance of the LASSO by subtracting the additive structural noises.	Comput. Stat.	2019	DBLP DOI BibTeX RDF
13	Wanqing Zhao, Thomas H. Beach, Yacine Rezgui	Automated Model Construction for Combined Sewer Overflow Prediction Based on Efficient LASSO Algorithm.	IEEE Trans. Syst. Man Cybern. Syst.	2019	DBLP DOI BibTeX RDF
13	Gnaneswara Rao Nitta, B. Yogeshwara Rao, T. Sravani, N. Ramakrishiah, Muthu BalaAnand	LASSO-based feature selection and naïve Bayes classifier for crime prediction and its type.	Serv. Oriented Comput. Appl.	2019	DBLP DOI BibTeX RDF
13	Huili Yuan, Shun He, Minghua Deng	Compositional data network analysis via lasso penalized D-trace loss.	Bioinform.	2019	DBLP DOI BibTeX RDF
13	Haohan Wang, Benjamin J. Lengerich, Bryon Aragam, Eric P. Xing	Precision Lasso: accounting for correlations and linear dependencies in high-dimensional genomic data.	Bioinform.	2019	DBLP DOI BibTeX RDF
13	Héctor Climente-González, Chloé-Agathe Azencott, Samuel Kaski, Makoto Yamada	Block HSIC Lasso: model-free biomarker detection for ultra-high dimensional data.	Bioinform.	2019	DBLP DOI BibTeX RDF
13	Nurgazy Sulaimanov, Sunil Kumar, Frédéric Burdet, Mark Ibberson, Marco Pagni, Heinz Koeppl	Inferring gene expression networks with hubs using a degree weighted Lasso approach.	Bioinform.	2019	DBLP DOI BibTeX RDF
13	Xin Jiang Hunt, Patricia Reynaud-Bouret, Vincent Rivoirard, Laure Sansonnet, Rebecca Willett	A Data-Dependent Weighted LASSO Under Poisson Noise.	IEEE Trans. Inf. Theory	2019	DBLP DOI BibTeX RDF
13	Yawei Zhao, Kai Xu 0004, En Zhu, Xinwang Liu 0002, Xinzhong Zhu, Jianping Yin	Triangle Lasso for Simultaneous Clustering and Optimization in Graph Datasets.	IEEE Trans. Knowl. Data Eng.	2019	DBLP DOI BibTeX RDF
13	Mariusz Kubkowski, Jan Mielniczuk	Selection consistency of Lasso-based procedures for misspecified high-dimensional binary model and random regressors.	CoRR	2019	DBLP BibTeX RDF
13	Yixin Chen, Lin Meng, Jiawei Zhang 0001	Graph Neural Lasso for Dynamic Network Regression.	CoRR	2019	DBLP BibTeX RDF
13	Quentin Bertrand, Mathurin Massias, Alexandre Gramfort, Joseph Salmon	Concomitant Lasso with Repetitions (CLaR): beyond averaging multiple realizations of heteroscedastic noise.	CoRR	2019	DBLP BibTeX RDF
13	Yancheng Yuan, Meixia Lin, Defeng Sun, Kim-Chuan Toh	On the Closed-form Proximal Mapping and Efficient Algorithms for Exclusive Lasso Models.	CoRR	2019	DBLP BibTeX RDF
13	Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos	A Novel Graphical Lasso based approach towards Segmentation Analysis in Energy Game-Theoretic Frameworks.	CoRR	2019	DBLP BibTeX RDF
13	Zengde Deng, Anthony Man-Cho So	An Efficient Augmented Lagrangian Based Method for Constrained Lasso.	CoRR	2019	DBLP BibTeX RDF
13	Yoshihiro Hirose	Least Angle Regression in Tangent Space and LASSO for Generalized Linear Model.	CoRR	2019	DBLP BibTeX RDF
13	Lixin Cui, Lu Bai 0001, Edwin R. Hancock	Fused Lasso for Feature Selection using Structural Information.	CoRR	2019	DBLP BibTeX RDF
13	T. Tony Cai, Anru Zhang, Yuchen Zhou	Sparse Group Lasso: Optimal Sample Complexity, Convergence Rate, and Statistical Inference.	CoRR	2019	DBLP BibTeX RDF
13	Shimiao Li, Amritanshu Pandey, Aayushya Agarwal, Marko Jereminov, Larry T. Pileggi	A LASSO-Inspired Approach for Localizing Power System Infeasibility.	CoRR	2019	DBLP BibTeX RDF
13	Pedro Cisneros-Velarde, Sang-Yun Oh, Alexander Petersen	Distributionally Robust Formulation and Model Selection for the Graphical Lasso.	CoRR	2019	DBLP BibTeX RDF
13	Saba Asaad, Ali Bereyhi, Ralf R. Müller, Rafael F. Schaefer	Joint User Selection and Precoding in Multiuser MIMO Systems via Group LASSO.	CoRR	2019	DBLP BibTeX RDF
13	Gi-Soo Kim, Myunghee Cho Paik	Doubly-Robust Lasso Bandit.	CoRR	2019	DBLP BibTeX RDF
13	Jianyu Wang, Xiao-Lei Zhang 0001	Deep topic modeling by multilayer bootstrap network and lasso.	CoRR	2019	DBLP BibTeX RDF
13	Zhutian Chen, Wei Zeng 0004, Zhiguang Yang, Lingyun Yu 0005, Chi-Wing Fu, Huamin Qu	LassoNet: Deep Lasso-Selection of 3D Point Clouds.	CoRR	2019	DBLP BibTeX RDF
13	Laurent Dragoni, Rémi Flamary, Karim Lounici, Patricia Reynaud-Bouret	Large scale Lasso with windowed active set for convolutional spike sorting.	CoRR	2019	DBLP BibTeX RDF
13	Erik Drysdale, Yingwei Peng, Timothy P. Hanna, Paul Nguyen, Anna Goldenberg	The False Positive Control Lasso.	CoRR	2019	DBLP BibTeX RDF
13	Alexander Jung	Learning Networked Exponential Families with Network Lasso.	CoRR	2019	DBLP BibTeX RDF
13	Ke Zhan, Shimiao Jiang, Yu Bai, Yi Li, Xu Liu, Zhuoran Xu	Directed-Weighting Group Lasso for Eltwise Blocked CNN Pruning.	CoRR	2019	DBLP BibTeX RDF
13	Nguyen Q. Tran, Henrik Ambos, Alexander Jung	Classifying Partially Labeled Networked Data via Logistic Network Lasso.	CoRR	2019	DBLP BibTeX RDF
13	Alexander Jung	On the Duality between Network Flows and Network Lasso.	CoRR	2019	DBLP BibTeX RDF
13	Alain Rakotomamonjy, Gilles Gasso, Joseph Salmon	Screening Rules for Lasso with Non-Convex Sparse Regularizers.	CoRR	2019	DBLP BibTeX RDF
13	Xin Zhang 0054, Jia Liu 0002, Zhengyuan Zhu	Distributed Linear Model Clustering over Networks: A Tree-Based Fused-Lasso ADMM Approach.	CoRR	2019	DBLP BibTeX RDF
13	Luping Sun, Xiaona Zheng, Ying Jin, Minghua Jiang, Hansheng Wang	Estimating Promotion Effects Using Big Data: A Partially Profiled LASSO Model with Endogeneity Correction.	Decis. Sci.	2019	DBLP DOI BibTeX RDF
13	Juntao Li, Yadi Wang, Huimin Xiao, Cunshuan Xu	Gene selection of rat hepatocyte proliferation using adaptive sparse group lasso with weighted gene co-expression network analysis.	Comput. Biol. Chem.	2019	DBLP DOI BibTeX RDF
13	Shuhan Tang, Peter F. Craigmile, Yunzhang Zhu	Spectral Estimation Using Multitaper Whittle Methods With a Lasso Penalty.	IEEE Trans. Signal Process.	2019	DBLP DOI BibTeX RDF
13	Sibao Chen 0001, Yu-Mei Zhang, Chris H. Q. Ding, Jian Zhang, Bin Luo 0001	Extended adaptive Lasso for multi-class and multi-label feature selection.	Knowl. Based Syst.	2019	DBLP DOI BibTeX RDF
13	Shixin Jiang, Jie Liu, Guanglei Zhang, Yu An, Hui Meng, Yuan Gao 0009, Kun Wang 0019, Jie Tian 0001	Reconstruction of Fluorescence Molecular Tomography via a Fused LASSO Method Based on Group Sparsity Prior.	IEEE Trans. Biomed. Eng.	2019	DBLP DOI BibTeX RDF
13	Biao Cai, Gemeng Zhang, Aiying Zhang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang 0002	Capturing Dynamic Connectivity From Resting State fMRI Using Time-Varying Graphical Lasso.	IEEE Trans. Biomed. Eng.	2019	DBLP DOI BibTeX RDF
13	Shanxiong Chen, Maoling Pen, Hailing Xiong, Sheng Wu	An anomaly detection method based on Lasso.	Clust. Comput.	2019	DBLP DOI BibTeX RDF
13	Basava Naga Girish Koneru, Vinita Vasudevan	Sparse Artificial Neural Networks Using a Novel Smoothed LASSO Penalization.	IEEE Trans. Circuits Syst. II Express Briefs	2019	DBLP DOI BibTeX RDF
13	Julian Caicedo-Acosta, David Cárdenas-Peña, Diego Fabian Collazos-Huertas, Jorge I. Padilla-Buritica, Germán Castaño Duque, Germán Castellanos-Domínguez	Multiple-Instance Lasso Regularization via Embedded Instance Selection for Emotion Recognition.	IWINAC (1)	2019	DBLP DOI BibTeX RDF
13	Saba Asaad, Ali Bereyhi, Ralf R. Müller, Rafael F. Schaefer	Joint User Selection and Precoding in Multiuser MIMO Systems via Group LASSO.	PIMRC	2019	DBLP DOI BibTeX RDF
13	Silvia Cascianelli, Francesco Crocetti, Gabriele Costante, Paolo Valigi, Mario Luca Fravolini	Data-Based Design of Robust Fault Isolation Residuals Using LASSO optimization.	ICCAD	2019	DBLP DOI BibTeX RDF
13	Yi-Hsuan Hsieh, Pei-Chi Huang, Qixing Huang, Aloysius K. Mok	LASSO: Location Assistant for Seeking and Searching Objects.	ICPS	2019	DBLP DOI BibTeX RDF
13	Kazuki Koyama, Keisuke Kiritoshi, Tomonori Izumitani	Discovering Sparse and Ununiform Lag Structure Using VAR Models with Latent Group LASSO.	ICDM Workshops	2019	DBLP DOI BibTeX RDF
13	Hsiang-Cheh Huang, Po-Liang Chen, Feng-Cheng Chang, Yueh-Hong Chen	Enhancements of Robust Transmission for Block Compressed Sensing with LASSO.	LifeTech	2019	DBLP DOI BibTeX RDF
13	Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos	A Novel Graphical Lasso Based Approach Towards Segmentation Analysis in Energy Game-Theoretic Frameworks.	ICMLA	2019	DBLP DOI BibTeX RDF
13	Anping Xiong, Ya You, Linbo Long	L-RBF: A Customer Churn Prediction Model Based on Lasso + RBF.	iThings/GreenCom/CPSCom/SmartData	2019	DBLP DOI BibTeX RDF
13	Xingguo Li, Haoming Jiang, Jarvis D. Haupt, Raman Arora, Han Liu 0001, Mingyi Hong, Tuo Zhao	On Fast Convergence of Proximal Algorithms for SQRT-Lasso Optimization: Don't Worry About its Nonsmooth Loss Function. (PDF / PS)	UAI	2019	DBLP BibTeX RDF
13	Jitendra K. Tugnait	Graphical Lasso for High-dimensional Complex Gaussian Graphical Model Selection.	ICASSP	2019	DBLP DOI BibTeX RDF
13	Kostas Georgiadis, Nikos Laskaris, Spiros Nikolopoulos, Dimitrios A. Adamos, Ioannis Kompatsiaris	Using Discriminative Lasso to Detect a Graph Fourier Transform (GFT) Subspace for robust decoding in Motor Imagery BCI.	EMBC	2019	DBLP DOI BibTeX RDF
13	Satoshi Hara 0001, Takanori Maehara	Convex Hull Approximation of Nearly Optimal Lasso Solutions.	PRICAI (2)	2019	DBLP DOI BibTeX RDF
13	Xin Liu 0012, Guoying Zhao 0001	Background subtraction using Multi-Channel Fused Lasso.	Image Processing: Algorithms and Systems	2019	DBLP DOI BibTeX RDF
13	Petchaluck Boonyakunakorn, Chonrada Nunti, Woraphon Yamaka	Forecasting of Thailand's Rice Exports Price: Based on Ridge and Lasso Regression.	ICBDT	2019	DBLP DOI BibTeX RDF
13	Katerina Goseva-Popstojanova, Mohammad Jamil Ahmad, Yasser Ali Alshehri	Software Fault Proneness Prediction with Group Lasso Regression: On Factors that Affect Classification Performance.	COMPSAC (2)	2019	DBLP DOI BibTeX RDF
13	Sijie He, Xinyan Li, Vidyashankar Sivakumar, Arindam Banerjee 0001	Interpretable Predictive Modeling for Climate Variables with Weighted Lasso.	AAAI	2019	DBLP DOI BibTeX RDF
13	Di Ming, Chris Ding, Feiping Nie 0001	A Probabilistic Derivation of LASSO and L12-Norm Feature Selections.	AAAI	2019	DBLP DOI BibTeX RDF
13	Miroslaw Pawlak, Jiaqing Lv	Analysis of Large Scale Power Systems via LASSO Learning Algorithms.	ICAISC (1)	2019	DBLP DOI BibTeX RDF
13	Jiaming Zhang, Mao-shen Jia, Changchun Bao, Qi Wang	Sound Field Reproduction in Reverberant Room Using the Alternating Direction Method of Multipliers Based Lasso and Regularized Least-Square.	ICIC (1)	2019	DBLP DOI BibTeX RDF
13	Shota Yamanaka, Wolfgang Stuerzlinger	Modeling Fully and Partially Constrained Lasso Movements in a Grid of Icons.	CHI	2019	DBLP DOI BibTeX RDF
13	Xiang Li, Li Chen 0021, Zhiyong Gao, Xiaoyun Zhang, Chunxian Wang, Hongyang Chen	Lasso Regression Based Channel Pruning for Efficient Object Detection Model.	BMSB	2019	DBLP DOI BibTeX RDF
13	Chansu Han, Jumpei Shimamura, Takeshi Takahashi 0001, Daisuke Inoue, Masanori Kawakita, Jun'ichi Takeuchi, Koji Nakao	Real-Time Detection of Malware Activities by Analyzing Darknet Traffic Using Graphical Lasso.	TrustCom/BigDataSE	2019	DBLP DOI BibTeX RDF
13	Yasutoshi Ida, Yasuhiro Fujiwara, Hisashi Kashima	Fast Sparse Group Lasso.	NeurIPS	2019	DBLP BibTeX RDF
13	Quentin Bertrand, Mathurin Massias, Alexandre Gramfort, Joseph Salmon	Handling correlated and repeated measurements with the smoothed multivariate square-root Lasso.	NeurIPS	2019	DBLP BibTeX RDF
13	Gi-Soo Kim, Myunghee Cho Paik	Doubly-Robust Lasso Bandit.	NeurIPS	2019	DBLP BibTeX RDF
13	Huong Ha, Hongyu Zhang 0002	Performance-Influence Model for Highly Configurable Software with Fourier Learning and Lasso Regression.	ICSME	2019	DBLP DOI BibTeX RDF
13	Alain Rakotomamonjy, Gilles Gasso, Joseph Salmon	Screening rules for Lasso with non-convex Sparse Regularizers.	ICML	2019	DBLP BibTeX RDF
13	Zehang Richard Li, Tyler H. McCormick, Samuel J. Clark	Bayesian Joint Spike-and-Slab Graphical Lasso.	ICML	2019	DBLP BibTeX RDF
13	Masaaki Takada, Hironori Fujisawa, Takeichiro Nishikawa	HMLasso: Lasso with High Missing Rate.	IJCAI	2019	DBLP DOI BibTeX RDF
13	Saullo H. G. Oliveira, André R. Gonçalves 0001, Fernando J. Von Zuben	Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning.	IJCAI	2019	DBLP DOI BibTeX RDF
13	Alessandro Brusaferri, Lorenzo Fagiano, Matteo Matteucci, Andrea Vitali	Day ahead electricity price forecast by NARX model with LASSO based features selection.	INDIN	2019	DBLP DOI BibTeX RDF
13	Xudong Lin 0006, Zhen Guo	Model Selection and Estimation in INAR(P) Model Based on Lasso Class.	DPTA	2019	DBLP DOI BibTeX RDF
13	Alexander Jung, Natalia Vesselinova	Analysis of Network Lasso for Semi-Supervised Regression.	AISTATS	2019	DBLP BibTeX RDF
13	Ke Zhan, Shimiao Jiang, Yu Bai, Yi Li, Xu Liu, Zhuoran Xu	Directed-Weighting Group Lasso For Eltwise Blocked CNN Pruning.	BMVC	2019	DBLP BibTeX RDF
13	Katsuyuki Hagiwara	A Model Selection Criterion for LASSO Estimate with Scaling.	ICONIP (2)	2019	DBLP DOI BibTeX RDF
13	Le Chang, Steven Roberts, Alan Welsh	Robust Lasso Regression Using Tukey's Biweight Criterion.	Technometrics	2018	DBLP DOI BibTeX RDF
13	Laura Tipton, Karen T. Cuenco, Laurence Huang, Ruth M. Greenblatt, Eric Kleerup, Frank C. Sciurba, Steven R. Duncan, Michael P. Donahoe, Alison Morris, Elodie Ghedin	Measuring associations between the microbiota and repeated measures of continuous clinical variables using a lasso-penalized generalized linear mixed model.	BioData Min.	2018	DBLP DOI BibTeX RDF
13	Sara A. van de Geer	On Tight Bounds for the Lasso.	J. Mach. Learn. Res.	2018	DBLP BibTeX RDF
13	Rakshith Jagannath, Neelesh S. Upadhye	The LASSO estimator: Distributional properties.	Kybernetika	2018	DBLP DOI BibTeX RDF
13	A. K. Md. Ehsanes Saleh, Radim Navrátil	Rank theory approach to ridge, LASSO, preliminary test and Stein-type estimators: Comparative study.	Kybernetika	2018	DBLP DOI BibTeX RDF
13	Xudong Li 0004, Defeng Sun, Kim-Chuan Toh	On Efficiently Solving the Subproblems of a Level-Set Method for Fused Lasso Problems.	SIAM J. Optim.	2018	DBLP DOI BibTeX RDF
13	Xudong Li 0004, Defeng Sun, Kim-Chuan Toh	A Highly Efficient Semismooth Newton Augmented Lagrangian Method for Solving Lasso Problems.	SIAM J. Optim.	2018	DBLP DOI BibTeX RDF
13	Xiaoli Liu 0001, Peng Cao 0001, André R. Gonçalves 0001, Dazhe Zhao, Arindam Banerjee 0001	Modeling Alzheimer's Disease Progression with Fused Laplacian Sparse Group Lasso.	ACM Trans. Knowl. Discov. Data	2018	DBLP DOI BibTeX RDF
13	Xiaoxing Yang, Wushao Wen	Ridge and Lasso Regression Models for Cross-Version Defect Prediction.	IEEE Trans. Reliab.	2018	DBLP DOI BibTeX RDF
13	Luke R. Lloyd-Jones, Hien Duy Nguyen, Geoffrey J. McLachlan	A globally convergent algorithm for lasso-penalized mixture of linear regression models.	Comput. Stat. Data Anal.	2018	DBLP DOI BibTeX RDF
13	Xingjie Shi, Yuan Huang, Jian Huang 0003, Shuangge Ma	A Forward and Backward Stagewise algorithm for nonconvex loss functions with adaptive Lasso.	Comput. Stat. Data Anal.	2018	DBLP DOI BibTeX RDF
13	Mao-shen Jia, Jiaming Zhang, Yuxuan Wu, Jing Wang 0037	Sound Field Reproduction via the Alternating Direction Method of Multipliers Based Lasso Plus Regularized Least-Square.	IEEE Access	2018	DBLP DOI BibTeX RDF
13	Ningkai Tang, Shiwen Mao, Yu Wang 0051, R. M. Nelms	Solar Power Generation Forecasting With a LASSO-Based Approach.	IEEE Internet Things J.	2018	DBLP DOI BibTeX RDF
13	Juntao Li, Wenpeng Dong, Deyuan Meng	Grouped Gene Selection of Cancer via Adaptive Sparse Group Lasso Based on Conditional Mutual Information.	IEEE ACM Trans. Comput. Biol. Bioinform.	2018	DBLP DOI BibTeX RDF
13	Mojtaba F. Fathi, Ali Bakhshinejad, Ahmadreza Baghaie, David Saloner, Raphael H. Sacho, Vitaliy L. Rayz, Roshan M. D'Souza	Denoising and spatial resolution enhancement of 4D flow MRI using proper orthogonal decomposition and lasso regularization.	Comput. Medical Imaging Graph.	2018	DBLP DOI BibTeX RDF
13	Xiaoli Liu 0001, André R. Gonçalves 0001, Peng Cao 0001, Dazhe Zhao, Arindam Banerjee 0001	Modeling Alzheimer's disease cognitive scores using multi-task sparse group lasso.	Comput. Medical Imaging Graph.	2018	DBLP DOI BibTeX RDF
13	Yuan Luo 0004, Yu Liu 0026, Yi Zhang, Congcong Yue	Speech bottleneck feature extraction method based on overlapping group lasso sparse deep neural network.	Speech Commun.	2018	DBLP DOI BibTeX RDF
13	Tsukasa Yoshida, Kazuho Watanabe	Empirical Bayes Estimation for L1 Regularization: A Detailed Analysis in the One-Parameter Lasso Model.	IEICE Trans. Fundam. Electron. Commun. Comput. Sci.	2018	DBLP DOI BibTeX RDF
13	Phan Nguyen, Rosemary Braun	Time-lagged Ordered Lasso for network inference.	BMC Bioinform.	2018	DBLP DOI BibTeX RDF
13	Simon Klau, Vindi Jurinovic, Roman Hornung, Tobias Herold, Anne-Laure Boulesteix	Priority-Lasso: a simple hierarchical approach to the prediction of clinical outcome using multi-omics data.	BMC Bioinform.	2018	DBLP DOI BibTeX RDF
13	José Bento 0001, Ralph Furmaniak, Surjyendu Ray	On the Complexity of the Weighted Fused Lasso.	IEEE Signal Process. Lett.	2018	DBLP DOI BibTeX RDF
13	Xiaoyi Gu, Shenyinying Tu, Hao-Jun Michael Shi, Mindy Case, Deanna Needell, Yaniv Plan	Optimizing Quantization for Lasso Recovery.	IEEE Signal Process. Lett.	2018	DBLP DOI BibTeX RDF
13	Sophie M. Fosson	A Biconvex Analysis for Lasso ℓ1 Reweighting.	IEEE Signal Process. Lett.	2018	DBLP DOI BibTeX RDF
13	Qifa Xu, Chao Cai, Cuixia Jiang, Fang Sun, Xue Huang	Sampling Lasso quantile regression for large-scale data.	Commun. Stat. Simul. Comput.	2018	DBLP DOI BibTeX RDF
13	Emil Polajnar	Using Lasso RCCA for cross-language information retrieval.	Commun. Stat. Simul. Comput.	2018	DBLP DOI BibTeX RDF