Search results for "LASSO"

Hits ?▲	Authors	Title	Venue	Year	Link
13	Rui Gao, Simo Särkkä, Rubén M. Clavería, Simon J. Godsill	Autonomous Tracking and State Estimation With Generalized Group Lasso.	IEEE Trans. Cybern.	2022	DBLP DOI BibTeX RDF
13	Mingqiu Wang, Xiaoning Kang, Guo-Liang Tian	Modified adaptive group lasso for high-dimensional varying coefficient models.	Commun. Stat. Simul. Comput.	2022	DBLP DOI BibTeX RDF
13	Rajaram Gana	Ridge regression and the Lasso: how do they do as finders of significant regressors and their multipliers?	Commun. Stat. Simul. Comput.	2022	DBLP DOI BibTeX RDF
13	Yan Wang, Yunlu Jiang, Jiantao Zhang, Zhongran Chen, Baojian Xie, Chengxiang Zhao	Robust variable selection based on the random quantile LASSO.	Commun. Stat. Simul. Comput.	2022	DBLP DOI BibTeX RDF
13	Rahim Alhamzawi, Himel Mallick	Bayesian reciprocal LASSO quantile regression.	Commun. Stat. Simul. Comput.	2022	DBLP DOI BibTeX RDF
13	Murat Genç	A new double-regularized regression using Liu and lasso regularization.	Comput. Stat.	2022	DBLP DOI BibTeX RDF
13	Nima S. Hejazi, Mark J. van der Laan, David C. Benkeser	'haldensify': Highly adaptive lasso conditional density estimation in 'R'.	J. Open Source Softw.	2022	DBLP DOI BibTeX RDF
13		Overcoming the inadaptability of sparse group lasso for data with various group structures by stacking.	Bioinform.	2022	DBLP DOI BibTeX RDF
13	Jiacheng Leng, Ling-Yun Wu	Importance-Penalized Joint Graphical Lasso (IPJGL): differential network inference via GGMs.	Bioinform.	2022	DBLP DOI BibTeX RDF
13	Fahimeh Motamedi, Horacio Pérez Sánchez, Alireza Mehridehnavi, Afshin Fassihi, Fahimeh Ghasemi	Accelerating Big Data Analysis through LASSO-Random Forest Algorithm in QSAR Studies.	Bioinform.	2022	DBLP DOI BibTeX RDF
13	Shangfeng Zeng, Haoxuan Li, Xiangfeng Yang	Uncertain Threshold Autoregressive Model via LASSO Procedure.	J. Uncertain Syst.	2022	DBLP DOI BibTeX RDF
13	T. Tony Cai, Anru R. Zhang, Yuchen Zhou	Sparse Group Lasso: Optimal Sample Complexity, Convergence Rate, and Statistical Inference.	IEEE Trans. Inf. Theory	2022	DBLP DOI BibTeX RDF
13	Aaron Berk, Yaniv Plan, Özgür Yilmaz	On the Best Choice of Lasso Program Given Data Parameters.	IEEE Trans. Inf. Theory	2022	DBLP DOI BibTeX RDF
13	Innocent Mudhombo, Edmore Ranganai	Robust Variable Selection and Regularization in Quantile Regression Based on Adaptive-LASSO and Adaptive E-NET.	Comput.	2022	DBLP DOI BibTeX RDF
13	Sijia Li, Martín López-García, Neil D. Lawrence, Luisa Cutillo	Scalable Bigraphical Lasso: Two-way Sparse Network Inference for Count Data.	CoRR	2022	DBLP DOI BibTeX RDF
13	Mingyu Qi, Tianxi Li	The non-overlapping statistical approximation to overlapping group lasso.	CoRR	2022	DBLP DOI BibTeX RDF
13	Simon Foucart	The Sparsity of LASSO-type Minimizers.	CoRR	2022	DBLP DOI BibTeX RDF
13	Federico D'Amario, Milos Ciganovic	Forecasting Cryptocurrencies Log-Returns: a LASSO-VAR and Sentiment Approach.	CoRR	2022	DBLP DOI BibTeX RDF
13	Gal Shalom, Eran Treister, Irad Yavneh	pISTA: preconditioned Iterative Soft Thresholding Algorithm for Graphical Lasso.	CoRR	2022	DBLP DOI BibTeX RDF
13	Aaron Berk, Simone Brugiapaglia, Tim Hoheisel	LASSO reloaded: a variational analysis perspective with applications to compressed sensing.	CoRR	2022	DBLP DOI BibTeX RDF
13	Andrew Bailey, David Westhead, Luisa Cutillo	antGLasso: An Efficient Tensor Graphical Lasso Algorithm.	CoRR	2022	DBLP DOI BibTeX RDF
13	Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet	Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces with supplementary material.	CoRR	2022	DBLP DOI BibTeX RDF
13	Oscar Hernan Madrid Padilla	Variance estimation in graphs with the fused lasso.	CoRR	2022	DBLP DOI BibTeX RDF
13	Xiaozhou Yang, Nan Chen	LASSO-Based Multiple-Line Outage Identification In Partially Observable Power Systems.	CoRR	2022	DBLP DOI BibTeX RDF
13	Loucas Pillaud-Vivien, Julien Reygner, Nicolas Flammarion	Label noise (stochastic) gradient descent implicitly solves the Lasso for quadratic parametrisation.	CoRR	2022	DBLP DOI BibTeX RDF
13	Masanori Koyama, Takeru Miyato, Kenji Fukumizu	Invariance-adapted decomposition and Lasso-type contrastive learning.	CoRR	2022	DBLP DOI BibTeX RDF
13	Alexandre Sanfelici Bazanella, Diego Eckhard	Nonlinear VRFT with LASSO.	CoRR	2022	DBLP DOI BibTeX RDF
13	Alejandro Schuler, Mark J. van der Laan	The Selectively Adaptive Lasso.	CoRR	2022	DBLP DOI BibTeX RDF
13	Sören Schulze, Emily J. King	Formulating Beurling LASSO for Source Separation via Proximal Gradient Iteration.	CoRR	2022	DBLP BibTeX RDF
13	Danru Xu, Erdun Gao, Wei Huang, Mingming Gong	On the Sparse DAG Structure Learning Based on Adaptive Lasso.	CoRR	2022	DBLP DOI BibTeX RDF
13	Xiaoyu Ma, Sylvain Sardy, Nick Hengartner, Nikolai Bobenko, Yen Ting Lin	A phase transition for finding needles in nonlinear haystacks with LASSO artificial neural networks.	CoRR	2022	DBLP BibTeX RDF
13	Jonathan A. Kelner, Frederic Koehler, Raghu Meka, Dhruv Rohatgi	Distributional Hardness Against Preconditioned Lasso via Erasure-Robust Designs.	CoRR	2022	DBLP DOI BibTeX RDF
13	Congpei An, Mou Cai	Lasso trigonometric polynomial approximation for periodic function recovery in equidistant points.	CoRR	2022	DBLP DOI BibTeX RDF
13	Kin Ming Puk, Shouyi Wang, Jay M. Rosenberger, Kellen C. Gandy, Haley Nicole Harris, Yuan Bo Peng, Anne Nordberg, Peter Lehmann, Jodi Tommerdahl, Jung-Chih Chiao	Emotion Recognition and EEG Analysis Using ADMM-Based Sparse Group Lasso.	IEEE Trans. Affect. Comput.	2022	DBLP DOI BibTeX RDF
13	Bin Yu 0007, Xue Wang, Yaqun Zhang, Hongli Gao, Yifei Wang, Yushuang Liu, Xin Gao 0001	RPI-MDLStack: Predicting RNA-protein interactions through deep learning with stacking strategy and LASSO.	Appl. Soft Comput.	2022	DBLP DOI BibTeX RDF
13	David Mary Rajathei, Parthasarathy Subbiah, Selvaraj Samuel	Identification of significant descriptors for enzyme inhibition using the LASSO method and a genetic algorithm search.	Int. J. Comput. Biol. Drug Des.	2022	DBLP DOI BibTeX RDF
13	Ghanbar Azarnia, Abbas Ali Sharifi	Performance improvement of OFDM systems using compressive sensing with group LASSO signal reconstruction algorithm.	Wirel. Networks	2022	DBLP DOI BibTeX RDF
13	Xinshuang Xiao, Yitian Xu, Ying Zhang, Peiwei Zhong	A novel self-weighted Lasso and its safe screening rule.	Appl. Intell.	2022	DBLP DOI BibTeX RDF
13	Juntao Li, Ke Liang, Xuekun Song	Logistic regression with adaptive sparse group lasso penalty and its application in acute leukemia diagnosis.	Comput. Biol. Medicine	2022	DBLP DOI BibTeX RDF
13	Xiaojun Ma, Hongwei Liu, Xiaoyin Li	The iterative method for solving the proximal split feasibility problem with an application to LASSO problem.	Comput. Appl. Math.	2022	DBLP DOI BibTeX RDF
13	Lingtao Kong	Fuzzy Linear Regression Model Based on Adaptive Lasso Method.	Int. J. Fuzzy Syst.	2022	DBLP DOI BibTeX RDF
13	Muzi Chen, Hongjiong Tian, Boyao Wu, Tianhai Tian	The Linear Relationship Model with LASSO for Studying Stock Networks.	Entropy	2022	DBLP DOI BibTeX RDF
13	Akira Okazaki, Shuichi Kawano	Multi-Task Learning for Compositional Data via Sparse Network Lasso.	Entropy	2022	DBLP DOI BibTeX RDF
13	José Yunier Bello Cruz, Guoyin Li 0001, Tran T. A. Nghia	Quadratic Growth Conditions and Uniqueness of Optimal Solution to Lasso.	J. Optim. Theory Appl.	2022	DBLP DOI BibTeX RDF
13	Natalia Zemlianskaia, W. James Gauderman, Juan Pablo Lewinger	A Scalable Hierarchical Lasso for Gene-Environment Interactions.	J. Comput. Graph. Stat.	2022	DBLP DOI BibTeX RDF
13	Asma Gulraiz, Noman Naseer, Hammad Nazeer, Muhammad Jawad Khan, Rayyan Azam Khan, Umar Shahbaz Khan	LASSO Homotopy-Based Sparse Representation Classification for fNIRS-BCI.	Sensors	2022	DBLP DOI BibTeX RDF
13	Yubo Shao, Kaikai Zhao, Zhiwen Cao, Zhehao Peng, Xingang Peng, Pan Li 0005, Yijie Wang, Jianzhu Ma	MobilePrune: Neural Network Compression via ℓ0 Sparse Group Lasso on the Mobile System.	Sensors	2022	DBLP DOI BibTeX RDF
13	Kieran Elmes, Astra Heywood, Zhiyi Huang 0001, Alex Gavryushkin	A fast lasso-based method for inferring higher-order interactions.	PLoS Comput. Biol.	2022	DBLP DOI BibTeX RDF
13	Zili Zhang, Jing Chen 0007, Yawen Mao	Ridge regression and lasso regression based least squares algorithm for a time-delayed rational model via redundant rule.	Int. J. Model. Identif. Control.	2022	DBLP DOI BibTeX RDF
13	Zhaohong Deng, Ling Liang, Hongtan Yang, Wei Zhang, Qiongdan Lou, Kup-Sze Choi, Te Zhang, Jin Zhou 0003, Shitong Wang 0001	Enhanced Multiview Fuzzy Clustering Using Double Visible-Hidden View Cooperation and Network LASSO Constraint.	IEEE Trans. Fuzzy Syst.	2022	DBLP DOI BibTeX RDF
13	Yishan Ding, Dongwei He, Jun Wu, Xiang Xu	Crude Oil Spot Price Forecasting Using Ivanov-Based LASSO Vector Autoregression.	Complex.	2022	DBLP DOI BibTeX RDF
13	Yuting Du, Xu Zhang, Zhijing Ding, Xian Yang 0004	Multiscale Tail Risk Connectedness of Global Stock Markets: A LASSO-Based Network Topology Approach.	Complex.	2022	DBLP DOI BibTeX RDF
13	Sara Muhammadullah, Amena Urooj, Faridoon Khan, Mohammed N. Alshahrani, Mohammed Alqawba, Sanaa Al-Marzouki	Comparison of Weighted Lag Adaptive LASSO with Autometrics for Covariate Selection and Forecasting Using Time-Series Data.	Complex.	2022	DBLP DOI BibTeX RDF
13	Huiyi Xia	Disturbance of Variables in Lasso Variable Selection and Influence.	ICBDE	2022	DBLP DOI BibTeX RDF
13	Guanxue Yang, Chunnian Wang, Guanxiao Yang	Inference of Gene Regulatory Networks with Local Lasso Path Consistency Algorithm Based on Conditional Mutual Information.	ASCC	2022	DBLP DOI BibTeX RDF
13	Dima El Jamal, Bouchra Ananou, Guillaume Graton, Mustapha Ouladsine, Jacques Pinaton	LASSO-based Health Indicator Extraction Method for Semiconductor Manufacturing Processes.	ECC	2022	DBLP DOI BibTeX RDF
13	Yanan Li, Yunyan Wang, Yanfang Wang	Population Prediction in China Based on Lasso-FGM Model.	ICSAI	2022	DBLP DOI BibTeX RDF
13	Carlotta Masciocchi, Benedetta Gottardelli, Mariachiara Savino, Luca Boldrini, Antonella Martino, Ciro Mazzarella, Mariangela Massaccesi, Vincenzo Valentini, Andrea Damiani	Federated Cox Proportional Hazards Model with multicentric privacy-preserving LASSO feature selection for survival analysis from the perspective of personalized medicine.	CBMS	2022	DBLP DOI BibTeX RDF
13	Shuda Di	The Application of Lasso in Stock Selection.	ICMLT	2022	DBLP DOI BibTeX RDF
13	Diyang Li, Bin Gu 0001	Chunk Dynamic Updating for Group Lasso with ODEs.	AAAI	2022	DBLP DOI BibTeX RDF
13	Lubin Yi, Laqin Chen, Yiwen Chen, Yanshu Wang	Prediction of the Correlation between Online Movie Ratings and Box Office Performance a Lasso Regression Approach.	IPEC	2022	DBLP DOI BibTeX RDF
13	Yongli Wang, Chengcong Cai, Zhen Liu, Xu Han, Suhang Yao, Chen Liu, Hekun Shen	Carbon Emission Forecast of Electric Power Industry Based on Lasso and IPSO-BP Neural Network Model.	BIC	2022	DBLP DOI BibTeX RDF
13	Lucien Etienne, Kokou Langueh, Lala H. Rajaoarisoa	Self triggered controller co-design using LASSO regression.	MED	2022	DBLP DOI BibTeX RDF
13	Kenan Sehic, Alexandre Gramfort, Joseph Salmon, Luigi Nardi	LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso.	AutoML	2022	DBLP BibTeX RDF
13	Kyle Henke, Michael A. Teti, Garrett T. Kenyon, Ben Migliori, Gerd J. Kunde	Apples-to-spikes: The first detailed comparison of LASSO solutions generated by a spiking neuromorphic processor.	ICONS	2022	DBLP DOI BibTeX RDF
13	Andrew Vardy	The Lasso Method for Multi-Robot Foraging.	CRV	2022	DBLP DOI BibTeX RDF
13	Jonathan A. Kelner, Frederic Koehler, Raghu Meka, Dhruv Rohatgi	Lower Bounds on Randomly Preconditioned Lasso via Robust Sparse Designs.	NeurIPS	2022	DBLP BibTeX RDF
13	Loucas Pillaud-Vivien, Julien Reygner, Nicolas Flammarion	Label noise (stochastic) gradient descent implicitly solves the Lasso for quadratic parametrisation.	COLT	2022	DBLP BibTeX RDF
13	Yijin Zhang, Jie Huang, Miao Luo, Shengxia Tu	Feature selection based on intuitionistic hesitant fuzzy regularized LASSO regression.	ICCMS	2022	DBLP DOI BibTeX RDF
13	Xinrong Yang, Jijun Ren, Xing Wang, Qiushuang Song	Reduce the dimension of the predistortion model coefficients by lasso regression.	ICCE	2022	DBLP DOI BibTeX RDF
13	Kaito Ariu, Kenshi Abe, Alexandre Proutière	Thresholded Lasso Bandit.	ICML	2022	DBLP BibTeX RDF
13	Malik Tiomoko, Ekkehard Schnoor, Mohamed El Amine Seddik, Igor Colin, Aladin Virmaux	Deciphering Lasso-based Classification Through a Large Dimensional Analysis of the Iterative Soft-Thresholding Algorithm.	ICML	2022	DBLP BibTeX RDF
13	Jiankun Wang 0002, Lu Sun	Multi-Task Personalized Learning with Sparse Network Lasso.	IJCAI	2022	DBLP DOI BibTeX RDF
13	Kazuki Koyama, Keisuke Kiritoshi, Tomomi Okawachi, Tomonori Izumitani	Effective Nonlinear Feature Selection Method based on HSIC Lasso and with Variational Inference.	AISTATS	2022	DBLP BibTeX RDF
13	Alain Rakotomamonjy, Rémi Flamary, Joseph Salmon, Gilles Gasso	Convergent Working Set Algorithm for Lasso with Non-Convex Sparse Regularizers.	AISTATS	2022	DBLP BibTeX RDF
13	Ploypun Narindrarangkura, Patricia Alafaireet, Uzma Z. Khan, Min Soon Kim	Identifying risk factors of suicide attempts among people with diabetes using LASSO regression.	AMIA	2022	DBLP BibTeX RDF
13	Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet	Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces.	EUSIPCO	2022	DBLP BibTeX RDF
13	Mohammad Yazdi, Noorbakhsh Amiri Golilarz, Arman Nedjati, Kehinde Adewale Adesina	An improved lasso regression model for evaluating the efficiency of intervention actions in a system reliability analysis.	Neural Comput. Appl.	2021	DBLP DOI BibTeX RDF
13	Paulino José García Nieto, Esperanza García Gonzalo, José Pablo Paredes-Sánchez	Prediction of the critical temperature of a superconductor by using the WOA/MARS, Ridge, Lasso and Elastic-net machine learning techniques.	Neural Comput. Appl.	2021	DBLP DOI BibTeX RDF
13	Kechao Wang, Lin Liu, Chengjun Yuan, Zhifei Wang	Software defect prediction model based on LASSO-SVM.	Neural Comput. Appl.	2021	DBLP DOI BibTeX RDF
13	Lizhen Ji, Jiangshe Zhang 0001, Chunxia Zhang 0002, Cong Ma, Shuang Xu, Kai Sun 0007	CondenseNet with exclusive lasso regularization.	Neural Comput. Appl.	2021	DBLP DOI BibTeX RDF
13	Lin Qiu, Yanpeng Qu, Changjing Shang, Longzhi Yang, Fei Chao 0001, Qiang Shen 0001	Exclusive lasso-based k-nearest-neighbor classification.	Neural Comput. Appl.	2021	DBLP DOI BibTeX RDF
13	Jose Cruz, Wilson Mamani, Christian Romero, Ferdinand Pineda	Selection of Characteristics by Hybrid Method: RFE, Ridge, Lasso, and Bayesian for the Power Forecast for a Photovoltaic System.	SN Comput. Sci.	2021	DBLP DOI BibTeX RDF
13	Stefania Corsaro, Valentina De Simone, Zelda Marino	Fused Lasso approach in portfolio selection.	Ann. Oper. Res.	2021	DBLP DOI BibTeX RDF
13	Sahameh Shafiee, Lars Martin Lied, Ingunn Burud, Jon Arne Dieseth, Muath Alsheikh, Morten Lillemo	Sequential forward selection and support vector regression in comparison to LASSO regression for spring wheat yield prediction based on UAV imagery.	Comput. Electron. Agric.	2021	DBLP DOI BibTeX RDF
13	Oskar Allerbo, Rebecka Jörnsten	Non-linear, Sparse Dimensionality Reduction via Path Lasso Penalized Autoencoders.	J. Mach. Learn. Res.	2021	DBLP BibTeX RDF
13	Johannes Lederer, Michael Vogt	Estimating the Lasso's Effective Noise.	J. Mach. Learn. Res.	2021	DBLP BibTeX RDF
13	Steven Siwei Ye, Oscar Hernan Madrid Padilla	Non-parametric Quantile Regression via the K-NN Fused Lasso.	J. Mach. Learn. Res.	2021	DBLP BibTeX RDF
13	Yang Yang 0069, Jinghuai Gao, Zhiguo Wang, Zhen Li 0016	Seismic Absorption Qualitative Indicator via Sparse Group-Lasso-Based Time-Frequency Representation.	IEEE Geosci. Remote. Sens. Lett.	2021	DBLP DOI BibTeX RDF
13	Georg Hahn, Sharon Marie Lutz, Nilanjana Laha, Michael H. Cho, Edwin K. Silverman, Christoph Lange 0003	A fast and efficient smoothing approach to Lasso regression and an application in statistical genetics: polygenic risk scores for chronic obstructive pulmonary disease (COPD).	Stat. Comput.	2021	DBLP DOI BibTeX RDF
13	Chunlei Zhao, Xingpeng Mao, Minqiu Chen, Changjun Yu	A fast algorithm for group square-root Lasso based group-sparse regression.	Signal Process.	2021	DBLP DOI BibTeX RDF
13	Qian Kang, Qinwei Fan, Jacek M. Zurada	Deterministic convergence analysis via smoothing group Lasso regularization and adaptive momentum for Sigma-Pi-Sigma neural network.	Inf. Sci.	2021	DBLP DOI BibTeX RDF
13	Ali Danandeh Mehr, Amir H. Gandomi	MSGP-LASSO: An improved multi-stage genetic programming model for streamflow prediction.	Inf. Sci.	2021	DBLP DOI BibTeX RDF
13	Lixin Cui, Lu Bai 0001, Yue Wang 0014, Philip S. Yu, Edwin R. Hancock	Fused lasso for feature selection using structural information.	Pattern Recognit.	2021	DBLP DOI BibTeX RDF
13	Juan C. Laria, David Delgado-Gómez, Inmaculada Peñuelas-Calvo, Enrique Baca-García, Rosa E. Lillo	Accurate Prediction of Children's ADHD Severity Using Family Burden Information: A Neural Lasso Approach.	Frontiers Comput. Neurosci.	2021	DBLP DOI BibTeX RDF
13	Nor Hamizah Miswan, Chee Seng Chan, Chong Guan Ng	Hospital readmission prediction based on improved feature selection using grey relational analysis and LASSO.	Grey Syst. Theory Appl.	2021	DBLP DOI BibTeX RDF
13	Rongzhi Wu, Li He, Lei Peng, Zepeng Wang 0006, Weigang Wang	Research and application of Lasso regression model based on prior coefficient framework.	Int. J. Comput. Sci. Math.	2021	DBLP DOI BibTeX RDF
13	Yaohui Zeng, Tianbao Yang, Patrick Breheny	Hybrid safe-strong rules for efficient optimization in lasso-type problems.	Comput. Stat. Data Anal.	2021	DBLP DOI BibTeX RDF
13		Deep multilayer and nonlinear Kernelized Lasso feature learning for healthcare in big data environment.	J. Ambient Intell. Humaniz. Comput.	2021	DBLP DOI BibTeX RDF
13	Miho Ohsaki, Naoya Kishimoto, Hayato Sasaki, Ryoji Ikeura, Shigeru Katagiri, Kei Ohnishi, Yakub Sebastian, Patrick H. H. Then	NNR-GL: A Measure to Detect Co-Nonlinearity Based on Neural Network Regression Regularized by Group Lasso.	IEEE Access	2021	DBLP DOI BibTeX RDF