Search results for "LASSO"

Hits ?▲	Authors	Title	Venue	Year	Link
13	Dylan Gerritsen, Vahideh Reshadat	Identifying Leading Indicators for Tactical Truck Parts' Sales Predictions Using LASSO.	IntelliSys (2)	2021	DBLP DOI BibTeX RDF
13	Rui Zhang 0048, Xizi Tang, Chin-Wei Hsu, You-Wei Chen, Qi Zhou 0007, Shuyi Shen, Shuang Yao, Yahya Alfadhli, Shang-Jen Su, Gee-Kung Chang	115-Gbps/λ Fiber/FSO Transmission with Supervised and Semi-supervised Nonlinearity Correction Using Lasso.	OFC	2021	DBLP BibTeX RDF
13	Shaogao Lv, Junhui Wang, Jiankun Liu, Yong Liu 0018	Improved Learning Rates of a Functional Lasso-type SVM with Sparse Multi-Kernel Representation.	NeurIPS	2021	DBLP BibTeX RDF
13	Eunkyung Park 0004, Raymond K. Wong 0001, Junbum Kwon, Victor W. Chu	Maximizing Explainability with SF-Lasso and Selective Inference for Video and Picture Ads.	PAKDD (1)	2021	DBLP DOI BibTeX RDF
13	Fang Hong, Yingying Kong	Random Forest Fusion Classification of Remote Sensing PolSAR and Optical Image Based on LASSO and IM Factor.	IGARSS	2021	DBLP DOI BibTeX RDF
13	Tobias Freidling, Benjamin Poignard, Héctor Climente-González, Makoto Yamada	Post-selection inference with HSIC-Lasso.	ICML	2021	DBLP BibTeX RDF
13	Min-hwan Oh, Garud Iyengar, Assaf Zeevi	Sparsity-Agnostic Lasso Bandit.	ICML	2021	DBLP BibTeX RDF
13	Tao Gao 0003, Xiao Bai 0001, Liang Zhang, Jian Wang 0010	Feature Selection for Fuzzy Neural Networks using Group Lasso Regularization.	SSCI	2021	DBLP DOI BibTeX RDF
13	Mike Laszkiewicz, Asja Fischer, Johannes Lederer	Thresholded Adaptive Validation: Tuning the Graphical Lasso for Graph Recovery.	AISTATS	2021	DBLP BibTeX RDF
13	Vo Nguyen Le Duy, Ichiro Takeuchi	Parametric Programming Approach for More Powerful and General Lasso Selective Inference.	AISTATS	2021	DBLP BibTeX RDF
13	Tsutomu Ito, Ryosuke Harakawa, Masahiro Iwahashi	Word Clustering Using Graphical Lasso-Guided PCA for Trend Analysis of COVID-19.	GCCE	2021	DBLP DOI BibTeX RDF
13	Chihiro Teramoto, Kazushi Mimura, Kazunori Iwata 0001	Typical Performance of Iterative Reweighted Lasso for Compressed Sensing.	EUSIPCO	2021	DBLP DOI BibTeX RDF
13	Qing Liu, Wenhao Zhang, Junwei Sun, Yanfeng Wang	Prognostic Staging System for Esophageal Cancer Using Lasso, Cox and CS-SVM.	BIC-TA (2)	2021	DBLP DOI BibTeX RDF
13	Jochen Merker, Gregor Schuldt	Why LASSO Seems to Simultaneously Decrease Bias and Variance in Machine Learning.	ICoMS	2021	DBLP DOI BibTeX RDF
13	Hodong Lee, Changsoo Kim, Sanha Lim, Jong Min Lee 0002	Data-driven fault diagnosis for chemical processes using transfer entropy and graphical lasso.	Comput. Chem. Eng.	2020	DBLP DOI BibTeX RDF
13	Alessandro Incremona, Giuseppe De Nicolao	Spectral Characterization of the Multi-Seasonal Component of the Italian Electric Load: A LASSO-FFT Approach.	IEEE Control. Syst. Lett.	2020	DBLP DOI BibTeX RDF
13	Abhirup Datta, Hui Zou	A Note on Cross-Validation for Lasso Under Measurement Errors.	Technometrics	2020	DBLP DOI BibTeX RDF
13		Neural network model analysis of consumption expenditure prediction of urban and rural residents based on Lasso regression analysis.	J. Intell. Fuzzy Syst.	2020	DBLP DOI BibTeX RDF
13	Xin Long, Xiangrong Zeng, Yan Liu, Huaxin Xiao, Maojun Zhang, Zongcheng Ben	A CNN channel pruning low-bit framework using weight quantization with sparse group lasso regularization.	J. Intell. Fuzzy Syst.	2020	DBLP DOI BibTeX RDF
13	Ahmet Talha Yigit, Baris Samak, Tolga Kaya	An XGBoost-lasso ensemble modeling approach to football player value assessment.	J. Intell. Fuzzy Syst.	2020	DBLP DOI BibTeX RDF
13	Meishan Cai, Zeyu Zhang, Xiaojing Shi, Zhenhua Hu, Jie Tian 0001	NIR-II/NIR-I Fluorescence Molecular Tomography of Heterogeneous Mice Based on Gaussian Weighted Neighborhood Fused Lasso Method.	IEEE Trans. Medical Imaging	2020	DBLP DOI BibTeX RDF
13	Jingnan Chen, Gengling Dai, Ning Zhang	An application of sparse-group lasso regularization to equity portfolio optimization and sector selection.	Ann. Oper. Res.	2020	DBLP DOI BibTeX RDF
13	Eugen Pircalabelu, Gerda Claeskens	Community-Based Group Graphical Lasso.	J. Mach. Learn. Res.	2020	DBLP BibTeX RDF
13	Dorit S. Hochbaum, Cheng Lu	Erratum: A Faster Algorithm Solving a Generalization of Isotonic Median Regression and a Class of Fused Lasso Problems.	SIAM J. Optim.	2020	DBLP DOI BibTeX RDF
13	Yangjing Zhang, Ning Zhang, Defeng Sun, Kim-Chuan Toh	A Proximal Point Dual Newton Algorithm for Solving Group Graphical Lasso Problems.	SIAM J. Optim.	2020	DBLP DOI BibTeX RDF
13	Ewout van den Berg	A hybrid quasi-Newton projected-gradient method with application to Lasso and basis-pursuit denoising.	Math. Program. Comput.	2020	DBLP DOI BibTeX RDF
13	Yaohui Zeng, Patrick Breheny	The biglasso Package: A Memory- and Computation-Efficient Solver for Lasso Model Fitting with Big Data in R.	R J.	2020	DBLP DOI BibTeX RDF
13	Luigi Augugliaro, Gianluca Sottile, Veronica Vinciotti	The conditional censored graphical lasso estimator.	Stat. Comput.	2020	DBLP DOI BibTeX RDF
13	Jasin Machkour, Michael Muma, Bastian Alt, Abdelhak M. Zoubir	A robust adaptive Lasso estimator for the independent contamination model.	Signal Process.	2020	DBLP DOI BibTeX RDF
13	Arash Owrang, Yoram Bresler, Magnus Jansson	Model selection with covariance matching based non-negative lasso.	Signal Process.	2020	DBLP DOI BibTeX RDF
13	Erick Schmidt, Nikolaos Gatsis, David Akopian	A GPS Spoofing Detection and Classification Correlator-Based Technique Using the LASSO.	IEEE Trans. Aerosp. Electron. Syst.	2020	DBLP DOI BibTeX RDF
13	Yaqing Zhao, Howard D. Bondell	Solution paths for the generalized lasso with applications to spatially varying coefficients regression.	Comput. Stat. Data Anal.	2020	DBLP DOI BibTeX RDF
13	Francis K. C. Hui, Samuel Müller 0001, Alan H. Welsh	The LASSO on latent indices for regression modeling with ordinal categorical predictors.	Comput. Stat. Data Anal.	2020	DBLP DOI BibTeX RDF
13	Adel Bedoui, Nicole A. Lazar	Bayesian empirical likelihood for ridge and lasso regressions.	Comput. Stat. Data Anal.	2020	DBLP DOI BibTeX RDF
13	Pan Huang, Shuailei Zhang, Min Li, Jing Wang 0065, Cailing Ma, Bowei Wang, Xiaoyi Lv	Classification of Cervical Biopsy Images Based on LASSO and EL-SVM.	IEEE Access	2020	DBLP DOI BibTeX RDF
13	Wenjuan Zhang, Xiangchu Feng, Yunmei Chen	A Manifold Laplacian Regularized Semi-Supervised Sparse Image Classification Method With a Variant Trace Lasso Norm.	IEEE Access	2020	DBLP DOI BibTeX RDF
13	Zhihong Xie, Ping Li 0034, Fei Li, Changyi Guo	Pruning Filters Base on Extending Filter Group Lasso.	IEEE Access	2020	DBLP DOI BibTeX RDF
13	Xin Yuan, Weiqin Yu, Zhixiang Yin, Guoqiang Wang	Improved Large Dynamic Covariance Matrix Estimation With Graphical Lasso and Its Application in Portfolio Selection.	IEEE Access	2020	DBLP DOI BibTeX RDF
13	Jiao Hua, Hongkun Liu, Boyang Zhang, Shuilin Jin	LAK: Lasso and K-Means Based Single-Cell RNA-Seq Data Clustering Analysis.	IEEE Access	2020	DBLP DOI BibTeX RDF
13	Yahui Li, Yang Li 0011	Security-Constrained Multi-Objective Optimal Power Flow for a Hybrid AC/VSC-MTDC System With Lasso-Based Contingency Filtering.	IEEE Access	2020	DBLP DOI BibTeX RDF
13	Ali Ahmed Al-Matouq	A Convex LASSO Framework for Linear Timetabling.	IEEE Access	2020	DBLP DOI BibTeX RDF
13	Weike Mo, Jiaqing Lv, Miroslaw Pawlak, Udaya D. Annakkage, Haoyong Chen	Power System Oscillation Mode Prediction Based on the Lasso Method.	IEEE Access	2020	DBLP DOI BibTeX RDF
13	Zhibin Zhao, Shibin Wang, Chuang Sun 0001, Ruqiang Yan 0001, Xuefeng Chen 0002	Sparse Multiperiod Group Lasso for Bearing Multifault Diagnosis.	IEEE Trans. Instrum. Meas.	2020	DBLP DOI BibTeX RDF
13	Yajun Fan, Bo Tao, Ying Zheng, Shi-Shang Jang	A Data-Driven Soft Sensor Based on Multilayer Perceptron Neural Network With a Double LASSO Approach.	IEEE Trans. Instrum. Meas.	2020	DBLP DOI BibTeX RDF
13	Ziqian Zhang, Xiangfeng Yang, Jinwu Gao	Uncertain Autoregressive Model via LASSO Procedure.	Int. J. Uncertain. Fuzziness Knowl. Based Syst.	2020	DBLP DOI BibTeX RDF
13	Juan Chen, Shijie Zhou, Zhao Kang 0001, Quan Wen	Locality-constrained group lasso coding for microvessel image classification.	Pattern Recognit. Lett.	2020	DBLP DOI BibTeX RDF
13	Shuai Zheng 0002, Chris Ding	A group lasso based sparse KNN classifier.	Pattern Recognit. Lett.	2020	DBLP DOI BibTeX RDF
13	Maryam S. Daneshpour, Hossein Mahjub, Hamid Pezeshk, Mehdi Sadeghi	A Network-Based Comparison Between Molecular Apocrine Breast Cancer Tumor and Basal and Luminal Tumors by Joint Graphical Lasso.	IEEE ACM Trans. Comput. Biol. Bioinform.	2020	DBLP DOI BibTeX RDF
13	Lei Li, Deborah Chang, Lei Han 0001, Xiaojian Zhang, Joseph Zaia, Xiu-Feng Wan	Multi-task learning sparse group lasso: a method for quantifying antigenicity of influenza A(H1N1) virus using mutations and variations in glycosylation of Hemagglutinin.	BMC Bioinform.	2020	DBLP DOI BibTeX RDF
13	Dacheng Li, Fangxiao Cui, Anjing Wang, Yangyu Li, Jun Wu, Yanli Qiao	Adaptive Detection Algorithm for Hazardous Clouds Based on Infrared Remote Sensing Spectroscopy and the LASSO Method.	IEEE Trans. Geosci. Remote. Sens.	2020	DBLP DOI BibTeX RDF
13	Xianghui Wang, Jacob Benesty, Jingdong Chen, Israel Cohen	Beamforming With Small-Spacing Microphone Arrays Using Constrained/Generalized LASSO.	IEEE Signal Process. Lett.	2020	DBLP DOI BibTeX RDF
13	Alexander Jung	On the Duality Between Network Flows and Network Lasso.	IEEE Signal Process. Lett.	2020	DBLP DOI BibTeX RDF
13	Rahim Alhamzawi, Haithem Taha Mohammad Ali	A new Gibbs sampler for Bayesian lasso.	Commun. Stat. Simul. Comput.	2020	DBLP DOI BibTeX RDF
13	Xiaoli Liu 0001, Jianzhong Wang, Fulong Ren, Jun Kong	Group Guided Fused Laplacian Sparse Group Lasso for Modeling Alzheimer's Disease Progression.	Comput. Math. Methods Medicine	2020	DBLP DOI BibTeX RDF
13	Masaaki Takada, Taiji Suzuki, Hironori Fujisawa	Independently Interpretable Lasso for Generalized Linear Models.	Neural Comput.	2020	DBLP DOI BibTeX RDF
13	Pichid Kittisuwan	Analytical and Simple Form of Shrinkage Functions for Non-Convex Penalty Functions in Fused Lasso Algorithm.	Int. J. Artif. Intell. Tools	2020	DBLP DOI BibTeX RDF
13	Nima S. Hejazi, Jeremy R. Coyle, Mark J. van der Laan	hal9001: Scalable highly adaptive lasso regression in R.	J. Open Source Softw.	2020	DBLP DOI BibTeX RDF
13	Andrea Rigamonti, Alex Weissensteiner	Asset allocation under predictability and parameter uncertainty using LASSO.	Comput. Manag. Sci.	2020	DBLP DOI BibTeX RDF
13	Hejie Lei, Xingke Chen, Ling Jian	Canal-LASSO: A sparse noise-resilient online linear regression model.	Intell. Data Anal.	2020	DBLP DOI BibTeX RDF
13	Qian Li 0023, Kate Fisher, Wenjun Meng, Bin Fang, Eric A. Welsh, Eric B. Haura, John M. Koomen, Steven A. Eschrich, Brooke L. Fridley, Yian Ann Chen	GMSimpute: a generalized two-step Lasso approach to impute missing values in label-free mass spectrum analysis.	Bioinform.	2020	DBLP DOI BibTeX RDF
13	Jun Li, Qing Lu, Yalu Wen	Multi-kernel linear mixed model with adaptive lasso for prediction analysis on high-dimensional multi-omics data.	Bioinform.	2020	DBLP DOI BibTeX RDF
13	Songshan Yang, Jiawei Wen, Scott T. Eckert, Yaqun Wang, Dajiang J. Liu, Rongling Wu, Runze Li, Xiang Zhan	Prioritizing genetic variants in GWAS with lasso using permutation-assisted tuning.	Bioinform.	2020	DBLP DOI BibTeX RDF
13	Masanori Kawakita, Jun'ichi Takeuchi	Minimum Description Length Principle in Supervised Learning With Application to Lasso.	IEEE Trans. Inf. Theory	2020	DBLP DOI BibTeX RDF
13	Christos Thrampoulidis, Ankit Singh Rawat	The Generalized Lasso for Sub-Gaussian Measurements With Dithered Quantization.	IEEE Trans. Inf. Theory	2020	DBLP DOI 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.	IEEE Trans. Vis. Comput. Graph.	2020	DBLP DOI BibTeX RDF
13	Huaqing Zhang 0002, Jian Wang 0010, Zhanquan Sun, Jacek M. Zurada, Nikhil R. Pal	Feature Selection for Neural Networks Using Group Lasso Regularization.	IEEE Trans. Knowl. Data Eng.	2020	DBLP DOI BibTeX RDF
13	Ayed M. Alrashdi, Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri	Precise Error Analysis of the LASSO under Correlated Designs.	CoRR	2020	DBLP BibTeX RDF
13	Cheng Lu	Structure and Algorithm for Path of Solutions to a Class of Fused Lasso Problems.	CoRR	2020	DBLP BibTeX RDF
13	Skyler Seto, Martin T. Wells, Wenyu Zhang 0003	Hierarchical Adaptive Lasso: Learning Sparse Neural Networks with Shrinkage via Single Stage Training.	CoRR	2020	DBLP BibTeX RDF
13	Vo Nguyen Le Duy, Ichiro Takeuchi	Parametric Programming Approach for Powerful Lasso Selective Inference without Conditioning on Signs.	CoRR	2020	DBLP BibTeX RDF
13	Nguyen Tran, Rupali Mankar, David Mayerich, Zhu Han 0001	Hyperspectral-Multispectral Image Fusion with Weighted LASSO.	CoRR	2020	DBLP BibTeX RDF
13	TrungTin Nguyen, Hien Duy Nguyen, Faicel Chamroukhi, Geoffrey J. McLachlan	An l1-oracle inequality for the Lasso in mixture-of-experts regression models.	CoRR	2020	DBLP BibTeX RDF
13	Huamei Huang, Yujing Gao, Huiming Zhang, Bo Li	Weighted Lasso Estimates for Sparse Logistic Regression: Non-asymptotic Properties with Measurement Error.	CoRR	2020	DBLP BibTeX RDF
13	Erick Schmidt, Nikolaos Gatsis, David Akopian	A GPS spoofing detection and classification correlator-based technique using the LASSO.	CoRR	2020	DBLP BibTeX RDF
13	Aramayis Dallakyan, Mohsen Pourahmadi	Fused-Lasso Regularized Cholesky Factors of Large Nonstationary Covariance Matrices of Longitudinal Data.	CoRR	2020	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.	CoRR	2020	DBLP BibTeX RDF
13	Lam Si Tung Ho, Vu C. Dinh	Consistent feature selection for neural networks via Adaptive Group Lasso.	CoRR	2020	DBLP BibTeX RDF
13	Eitan Tadmor, Ming Zhong 0008	Sparse recovery of noisy data using the Lasso method.	CoRR	2020	DBLP BibTeX RDF
13	Zhiyuan Liu 0003, Huazheng Wang, Bo Waggoner, Youjian Liu, Lijun Chen 0001	A Smoothed Analysis of Online Lasso for the Sparse Linear Contextual Bandit Problem.	CoRR	2020	DBLP BibTeX RDF
13	Hua Wang, Yachong Yang, Zhiqi Bu, Weijie J. Su	The Complete Lasso Tradeoff Diagram.	CoRR	2020	DBLP BibTeX RDF
13	Jérôme-Alexis Chevalier, Alexandre Gramfort, Joseph Salmon, Bertrand Thirion	Statistical control for spatio-temporal MEG/EEG source imaging with desparsified multi-task Lasso.	CoRR	2020	DBLP BibTeX RDF
13	Tal Amir, Ronen Basri, Boaz Nadler	The Trimmed Lasso: Sparse Recovery Guarantees and Practical Optimization by the Generalized Soft-Min Penalty.	CoRR	2020	DBLP BibTeX RDF
13	Anqi Dong, Amirhossein Taghvaei, Tryphon T. Georgiou	Lasso formulation of the shortest path problem.	CoRR	2020	DBLP BibTeX RDF
13	Kaito Ariu, Kenshi Abe, Alexandre Proutière	Thresholded LASSO Bandit.	CoRR	2020	DBLP BibTeX RDF
13	Yujie Zhao, Xiaoming Huo	A Homotopic Method to Solve the Lasso Problems with an Improved Upper Bound of Convergence Rate.	CoRR	2020	DBLP BibTeX RDF
13	Yuxin Sun, Benny Chain, Samuel Kaski, John Shawe-Taylor	Correlated Feature Selection with Extended Exclusive Group Lasso.	CoRR	2020	DBLP BibTeX RDF
13	Atsumori Takahashi, Shunichi Nomura	Efficient Path Algorithms for Clustered Lasso and OSCAR.	CoRR	2020	DBLP BibTeX RDF
13	Takeyuki Sasai, Hironori Fujisawa	Robust estimation with Lasso when outputs are adversarially contaminated.	CoRR	2020	DBLP BibTeX RDF
13	Yahui Li, Yang Li	Security-Constrained Multi-Objective Optimal Power Flow for a Hybrid AC/VSC-MTDC System with Lasso-based Contingency Filtering.	CoRR	2020	DBLP BibTeX RDF
13	Jiaqing Lv, Xiaohong Xu	Prediction of daily maximum ozone levels using Lasso sparse modeling method.	CoRR	2020	DBLP BibTeX RDF
13	Michael Celentano, Andrea Montanari, Yuting Wei	The Lasso with general Gaussian designs with applications to hypothesis testing.	CoRR	2020	DBLP BibTeX RDF
13	Alexander Jung	Local Graph Clustering with Network Lasso.	CoRR	2020	DBLP BibTeX RDF
13	Min-hwan Oh, Garud Iyengar, Assaf Zeevi	Sparsity-Agnostic Lasso Bandit.	CoRR	2020	DBLP BibTeX RDF
13	Camille Champion, Mélanie Blazère, Rémy Burcelin, Jean-Michel Loubes, Laurent Risser	Robust spectral clustering using LASSO regularization.	CoRR	2020	DBLP BibTeX RDF
13	Yu Wang 0144, Byoungwook Jang, Alfred O. Hero III	The Sylvester Graphical Lasso (SyGlasso).	CoRR	2020	DBLP BibTeX RDF
13	Ning Xu, Timothy C. G. Fisher, Jian Hong	Rademacher upper bounds for cross-validation errors with an application to the lasso.	CoRR	2020	DBLP BibTeX RDF
13	Mike Laszkiewicz, Asja Fischer, Johannes Lederer	Thresholded Adaptive Validation: Tuning the Graphical Lasso for Graph Recovery.	CoRR	2020	DBLP BibTeX RDF
13	Congpei An, Hao-Ning Wu	Lasso hyperinterpolation over general regions.	CoRR	2020	DBLP BibTeX RDF
13	Aaron Berk, Yaniv Plan, Özgür Yilmaz	On the best choice of Lasso program given data parameters.	CoRR	2020	DBLP BibTeX RDF
13	Quentin Bertrand, Quentin Klopfenstein, Mathieu Blondel, Samuel Vaiter, Alexandre Gramfort, Joseph Salmon	Implicit differentiation of Lasso-type models for hyperparameter optimization.	CoRR	2020	DBLP BibTeX RDF