Search results for "LASSO"

Hits ?▲	Authors	Title	Venue	Year	Link
13	Sina Mohammad-Taheri, Simone Brugiapaglia	The greedy side of the LASSO: New algorithms for weighted sparse recovery via loss function-based orthogonal matching pursuit.	CoRR	2023	DBLP DOI BibTeX RDF
13	Sichen Li, Jochem Snuverink, Fernando Pérez-Cruz, Andreas Adelmann	Forecasting Particle Accelerator Interruptions Using Logistic LASSO Regression.	CoRR	2023	DBLP DOI BibTeX RDF
13	Koki Okajima, Xiangming Meng, Takashi Takahashi, Yoshiyuki Kabashima	Average case analysis of Lasso under ultra-sparse conditions.	CoRR	2023	DBLP DOI BibTeX RDF
13	João F. Doriguello, Debbie Lim, Chi Seng Pun, Patrick Rebentrost, Tushar Vaidya	Quantum Algorithms for the Pathwise Lasso.	CoRR	2023	DBLP DOI BibTeX RDF
13	Amol Khanna, Fred Lu, Edward Raff, Brian Testa	Sparse Private LASSO Logistic Regression.	CoRR	2023	DBLP DOI BibTeX RDF
13	Alexander Bastounis, Felipe Cucker, Anders C. Hansen	When can you trust feature selection? - I: A condition-based analysis of LASSO and generalised hardness of approximation.	CoRR	2023	DBLP DOI BibTeX RDF
13	Haniyeh Barghi, Xiaotong Cheng, Setareh Maghsudi	Cooperative Thresholded Lasso for Sparse Linear Bandit.	CoRR	2023	DBLP DOI BibTeX RDF
13	Gen Li 0005, Ganghua Wang, Jie Ding 0002	Provable Identifiability of Two-Layer ReLU Neural Networks via LASSO Regularization.	CoRR	2023	DBLP DOI BibTeX RDF
13	Xin Guo, Ruixun Zhang, Chaoyi Zhao	On Consistency of Signatures Using Lasso.	CoRR	2023	DBLP DOI BibTeX RDF
13	Ahmad Kokhahi, Dan Li	GLHAD: A Group Lasso-based Hybrid Attack Detection and Localization Framework for Multistage Manufacturing Systems.	CoRR	2023	DBLP DOI BibTeX RDF
13	Yiping Wang, Yifang Chen, Kevin G. Jamieson, Simon S. Du	Improved Active Multi-Task Representation Learning via Lasso.	CoRR	2023	DBLP DOI BibTeX RDF
13	Emadaldin Mozafari-Majd, Visa Koivunen	The Adaptive τ-Lasso: Its Robustness and Oracle Properties.	CoRR	2023	DBLP DOI BibTeX RDF
13	Tolga Ergen, Mert Pilanci	The Convex Landscape of Neural Networks: Characterizing Global Optima and Stationary Points via Lasso Models.	CoRR	2023	DBLP DOI BibTeX RDF
13	Ryan Thompson, Amir Dezfouli, Robert Kohn	The Contextual Lasso: Sparse Linear Models via Deep Neural Networks.	CoRR	2023	DBLP DOI BibTeX RDF
13	Seyoung Park, Eun Ryung Lee, Hyokyoung G. Hong	Varying-coefficients for regional quantile via KNN-based LASSO with applications to health outcome study.	CoRR	2023	DBLP DOI BibTeX RDF
13	Sepideh Fahimifar, Khadijeh Mousavi, Fatemeh Mozaffari, Marcel Ausloos	Identification of the most important external features of highly cited scholarly papers through 3 (i.e., Ridge, Lasso, and Boruta) feature selection data mining methods.	CoRR	2023	DBLP DOI BibTeX RDF
13	Masahiro Kato, Masaaki Imaizumi	CATE Lasso: Conditional Average Treatment Effect Estimation with High-Dimensional Linear Regression.	CoRR	2023	DBLP DOI BibTeX RDF
13	Shawn L. Kiser, Mikhail Guskov, Marc Rébillat, Nicolas Ranc	Exact identification of nonlinear dynamical systems by Trimmed Lasso.	CoRR	2023	DBLP DOI BibTeX RDF
13	Nived Rajaraman, Devvrit, Aryan Mokhtari, Kannan Ramchandran	Greedy Pruning with Group Lasso Provably Generalizes for Matrix Sensing and Neural Networks with Quadratic Activations.	CoRR	2023	DBLP DOI BibTeX RDF
13	Edward Raff, Amol Khanna, Fred Lu	Scaling Up Differentially Private LASSO Regularized Logistic Regression via Faster Frank-Wolfe Iterations.	CoRR	2023	DBLP DOI BibTeX RDF
13	Gianluca Giacchi, Bastien Milani, Benedetta Franchieschiello	On the determination of optimal tuning parameters for a space-variant LASSO problem using geometric and convex analysis techniques.	CoRR	2023	DBLP DOI BibTeX RDF
13	Kang Du, Yu Xiang 0004	Generalized Invariant Matching Property via LASSO.	CoRR	2023	DBLP DOI BibTeX RDF
13	Mike G. Tsionas	Combining data envelopment analysis and stochastic frontiers via a LASSO prior.	Eur. J. Oper. Res.	2023	DBLP DOI BibTeX RDF
13	Andrea Cristofari	A decomposition method for lasso problems with zero-sum constraint.	Eur. J. Oper. Res.	2023	DBLP DOI BibTeX RDF
13	Roberto I. Oliveira 0001, Philip Thompson	Sample average approximation with heavier tails II: localization in stochastic convex optimization and persistence results for the Lasso.	Math. Program.	2023	DBLP DOI BibTeX RDF
13	Jiayu Wang, Yikang Xu, Lei Liu, Wei Wu, Chunjian Shen, Henan Huang, Ziyi Zhen, Jixian Meng, Chunjing Li, Zhixin Qu, Qinglei He, Yu Tian	Comparison of LASSO and random forest models for predicting the risk of premature coronary artery disease.	BMC Medical Informatics Decis. Mak.	2023	DBLP DOI BibTeX RDF
13	Bo Jiang 0002, Beibei Wang, Si Chen, Jin Tang 0001, Bin Luo 0001	Graph Neural Network Meets Sparse Representation: Graph Sparse Neural Networks via Exclusive Group Lasso.	IEEE Trans. Pattern Anal. Mach. Intell.	2023	DBLP DOI 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.	J. Sci. Comput.	2023	DBLP DOI BibTeX RDF
13	Peter Kramlinger, Ulrike Schneider 0001, Tatyana Krivobokova	Uniformly valid inference based on the Lasso in linear mixed models.	J. Multivar. Anal.	2023	DBLP DOI BibTeX RDF
13	Juntao Li, Fuzhen Cao, Qinghui Gao, Ke Liang, Yong Tang	Improving diagnosis accuracy of non-small cell lung carcinoma on noisy data by adaptive group lasso regularized multinomial regression.	Biomed. Signal Process. Control.	2023	DBLP DOI BibTeX RDF
13	Jian-Xun Mi, Zhonghao Zhang, Debao Tai, Li-Fang Zhou	Attribute self-representation steered by exclusive lasso for zero-shot learning.	Appl. Intell.	2023	DBLP DOI BibTeX RDF
13	Ting Shi, Wu Yang, Ailin Qi, Pengyu Li, Junfei Qiao 0001	LASSO and attention-TCN: a concurrent method for indoor particulate matter prediction.	Appl. Intell.	2023	DBLP DOI BibTeX RDF
13	Tao Gao 0003, Chen Wang 0026, Jin Zheng, Guoqiang Wu, Xin Ning, Xiao Bai 0001, Jun Yang, Jian Wang	A smoothing Group Lasso based interval type-2 fuzzy neural network for simultaneous feature selection and system identification.	Knowl. Based Syst.	2023	DBLP DOI BibTeX RDF
13	Srinath T. V. Setty, Justin Thaler, Riad S. Wahby	Unlocking the lookup singularity with Lasso.	IACR Cryptol. ePrint Arch.	2023	DBLP BibTeX RDF
13	Srinath T. V. Setty, Justin Thaler	BabySpartan: Lasso-based SNARK for non-uniform computation.	IACR Cryptol. ePrint Arch.	2023	DBLP BibTeX RDF
13	Can Wang, Xiaopeng Li, Jiabao Zhang, Kefan Xuan, Renhao Jia, Yifei Jiang, Jianli Liu	A modified radial basis function network integrating Mahalanobis distance and LASSO for soil mapping.	Ecol. Informatics	2023	DBLP DOI BibTeX RDF
13	Kim Kenobi, Warren Read, Katharine M. Bowgen, Callum J. Macgregor, Rachel C. Taylor, Walther C. A. Cámaro García, Crona Hodges, Peter Dennis, Paul Holloway	Lasso penalisation identifies consistent trends over time in landscape and climate factors influencing the wintering distribution of the Eurasian Curlew (Numenius arquata).	Ecol. Informatics	2023	DBLP DOI BibTeX RDF
13	Zhe Liu 0013, Hengjia Gu, Zhou Chen, Pierre-Olivier Bagnaninchi, Yunjie Yang	Dual-Modal Image Reconstruction for Electrical Impedance Tomography With Overlapping Group Lasso and Laplacian Regularization.	IEEE Trans. Biomed. Eng.	2023	DBLP DOI BibTeX RDF
13	Yiqun T. Chen, Sean Jewell, Daniela M. Witten	More Powerful Selective Inference for the Graph Fused Lasso.	J. Comput. Graph. Stat.	2023	DBLP DOI BibTeX RDF
13	Aramayis Dallakyan, Mohsen Pourahmadi	Fused-Lasso Regularized Cholesky Factors of Large Nonstationary Covariance Matrices of Replicated Time Series.	J. Comput. Graph. Stat.	2023	DBLP DOI BibTeX RDF
13	Linh V. Nguyen, Dung Kim Nguyen, Thang Nguyen 0002, Thanh Binh Nguyen 0010, Truong X. Nghiem	Analysis of Microalgal Density Estimation by Using LASSO and Image Texture Features.	Sensors	2023	DBLP DOI BibTeX RDF
13	Bernhard Laufer, Paul David Docherty, Rua Murray, Sabine Krueger-Ziolek, Nour Aldeen Jalal, Fabian Hoeflinger, Stefan J. Rupitsch, Leonhard M. Reindl, Knut Moeller	Sensor Selection for Tidal Volume Determination via Linear Regression - Impact of Lasso versus Ridge Regression.	Sensors	2023	DBLP DOI BibTeX RDF
13	Souvik Seal, Qunhua Li, Elle Butler Basner, Laura M. Saba, Katerina J. Kechris	RCFGL: Rapid Condition adaptive Fused Graphical Lasso and application to modeling brain region co-expression networks.	PLoS Comput. Biol.	2023	DBLP DOI BibTeX RDF
13	Rajasekhar Anguluri, Oliver Kosut, Lalitha Sankar	Localization and Estimation of Unknown Forced Inputs: A Group LASSO Approach.	IEEE Trans. Control. Netw. Syst.	2023	DBLP DOI BibTeX RDF
13	Jing Rong Goh, Shaun S. Wang, Yaniv Harel, Gabriel Toh	Predictive Taxonomy Analytics (LASSO): Predicting Outcome Types of Cyber Breach.	J. Cybersecur.	2023	DBLP DOI BibTeX RDF
13	Juan Carlos Álvarez Antón, P. J. García Nieto, Esperanza García Gonzalo, Manuela González Vega, Cecilio Blanco Viejo	Data-driven state-of-charge prediction of a storage cell using ABC/GBRT, ABC/MLP and LASSO machine learning techniques.	J. Comput. Appl. Math.	2023	DBLP DOI BibTeX RDF
13	Wei Huang 0015, Haojie Shan, Jinshan Xu, Xin-Wei Yao 0001	Adaptive Diffusion Pairwise Fused Lasso LMS Algorithm Over Networks.	IEEE Trans. Neural Networks Learn. Syst.	2023	DBLP DOI BibTeX RDF
13	Abhijit Mishra, Upendra Kumar Sahoo, Subrata Maiti	Second-Order Fused Lasso Algorithm for Radio Tomographic Imaging.	IEEE Commun. Lett.	2023	DBLP DOI BibTeX RDF
13	Song Guo 0001, Lei Zhang, Xiawu Zheng, Yan Wang, Yuchao Li, Fei Chao 0001, Chenglin Wu, Shengchuan Zhang, Rongrong Ji	Automatic Network Pruning via Hilbert-Schmidt Independence Criterion Lasso under Information Bottleneck Principle.	ICCV	2023	DBLP DOI BibTeX RDF
13	Aijuan Liu, Jibo Wu	Research on Influencing Factors of Non-Performing Loan Ratio of China Construction Bank Based on LASSO Algorithm.	FSDM	2023	DBLP DOI BibTeX RDF
13	Woraphon Yamaka, Paravee Maneejuk, Sukrit Thongkairat	Lasso and Ridge for GARCH-X Models.	IUKM (1)	2023	DBLP DOI BibTeX RDF
13	Xiaoning Bai, Yuge Ye, Qingna Li	An Adaptive Sieving Strategy for the Complex Lasso Problem.	DSIT	2023	DBLP DOI BibTeX RDF
13	Kang Du, Yu Xiang 0004	Generalized Invariant Matching Property Via Lasso.	ICASSP	2023	DBLP DOI BibTeX RDF
13	Shaik Basheeruddin Shah, Satish Mulleti, Yonina C. Eldar	Lasso-Based Fast Residual Recovery For Modulo Sampling.	ICASSP	2023	DBLP DOI BibTeX RDF
13	Zijie Luo, Weiguo Sheng, Bingbing Jiang, Yi Liu 0037	Structure-Guided Graphical Lasso for Process Monitoring.	SAFEPROCESS	2023	DBLP DOI BibTeX RDF
13	Jiangjie Huang, Xiaoyu Zhang, Yongchuan Tang	Research on Ideation Process and Design Productivity of ChatGPT Based on LASSO and Linkography.	ISCID	2023	DBLP DOI BibTeX RDF
13	Miao Li, Tiansui Wu	A Correlation-Driven Adaptive Lasso for Robust Logistic Regression Model Using Trimming Step.	BDMIP	2023	DBLP DOI BibTeX RDF
13	Xiaotong Cheng, Setareh Maghsudi	Cooperative Thresholded Lasso for Sparse Linear Bandit.	ECAI	2023	DBLP DOI BibTeX RDF
13	Luhuan Fei, Lu Sun 0001, Mineichi Kudo, Keigo Kimura	Structured Sparse Multi-Task Learning with Generalized Group Lasso.	ECAI	2023	DBLP DOI BibTeX RDF
13	Sanjay Kumar, Meenakshi Srivastava, Vijay Prakash	Comparative Analysis of ARIMA, Deep Learning, and Lasso Regression Models for Time Series Forecasting: Assessing Accuracy, Robustness, and Computational Efficiency.	AISD	2023	DBLP BibTeX RDF
13	Huixin Zhan, Yifan Wang	Group Lasso with Checkpoints Selection for Biological Data Regression.	SMC	2023	DBLP DOI BibTeX RDF
13	Wen Zhang, Yufan Fan, Marius Pesavento	Preserving Privacy in Distributed LASSO.	CAMSAP	2023	DBLP DOI BibTeX RDF
13	Mariko Yamamura, Mineaki Ohishi, Hirokazu Yanagihara	Additive Poisson regression via forced categorical covariates and generalized fused Lasso.	KES	2023	DBLP DOI BibTeX RDF
13	Szymon Nowakowski, Piotr Pokarowski, Wojciech Rejchel, Agnieszka Soltys	Improving Group Lasso for High-Dimensional Categorical Data.	ICCS (2)	2023	DBLP DOI BibTeX RDF
13	Abed Malti	Robust Monocular 3D Human Motion with Lasso-Based Differential Kinematics.	CVPR Workshops	2023	DBLP DOI BibTeX RDF
13	Longxin Bai, Jingchao Zhang, Meiyu Fan, Liyan Qiao	The Trimmed LASSO for Direction of Arrival Estimation by the Generalized Soft-Min Penalty.	ICSPCS	2023	DBLP DOI BibTeX RDF
13	Edward Raff, Amol Khanna, Fred Lu	Scaling Up Differentially Private LASSO Regularized Logistic Regression via Faster Frank-Wolfe Iterations.	NeurIPS	2023	DBLP BibTeX RDF
13	Ryan Thompson, Amir Dezfouli, Robert Kohn	The Contextual Lasso: Sparse Linear Models via Deep Neural Networks.	NeurIPS	2023	DBLP BibTeX RDF
13	Nived Rajaraman, Devvrit, Aryan Mokhtari, Kannan Ramchandran	Greedy Pruning with Group Lasso Provably Generalizes for Matrix Sensing.	NeurIPS	2023	DBLP BibTeX RDF
13	Nigela Tuerxun, Jianghua Zheng, Lei Wang	SPAD values estimation in jujube leaves based on lasso-based optimized spectral indices and a Stacking Algorithm.	Agro-Geoinformatics	2023	DBLP DOI BibTeX RDF
13	Yiping Wang, Yifang Chen, Kevin Jamieson 0001, Simon Shaolei Du	Improved Active Multi-Task Representation Learning via Lasso.	ICML	2023	DBLP BibTeX RDF
13	Koki Okajima, Xiangming Meng, Takashi Takahashi, Yoshiyuki Kabashima	Average case analysis of Lasso under ultra sparse conditions.	AISTATS	2023	DBLP BibTeX RDF
13	Xiangming Meng, Tomoyuki Obuchi, Yoshiyuki Kabashima	On Model Selection Consistency of Lasso for High-Dimensional Ising Models.	AISTATS	2023	DBLP BibTeX RDF
13	Shuoguang Yang, Yuhao Yan, Xiuneng Zhu, Qiang Sun	Online Linearized LASSO.	AISTATS	2023	DBLP BibTeX RDF
13	Marcus Kessel	LASSO - an observatorium for the dynamic selection, analysis and comparison of software.		2023	RDF
13	Vivek Kumar Verma, Payal Garg, Pradeep Kumar Tiwari, Tarun Jain	A Metaheuristic Optimization Approach-Based Anomaly Detection With Lasso Regularization.	Int. J. Softw. Innov.	2022	DBLP DOI BibTeX RDF
13	Chang Xu, Bo Li, Lingxian Zhang	Soybean price forecasting based on Lasso and regularized asymmetric ν-TSVR.	J. Intell. Fuzzy Syst.	2022	DBLP DOI BibTeX RDF
13	Vo Nguyen Le Duy, Ichiro Takeuchi	More Powerful Conditional Selective Inference for Generalized Lasso by Parametric Programming.	J. Mach. Learn. Res.	2022	DBLP BibTeX RDF
13	Aaron J. Molstad	New Insights for the Multivariate Square-Root Lasso.	J. Mach. Learn. Res.	2022	DBLP BibTeX RDF
13	Ryo Masuda, Ryo Inoue	Point Event Cluster Detection via the Bayesian Generalized Fused Lasso.	ISPRS Int. J. Geo Inf.	2022	DBLP DOI BibTeX RDF
13	Jiawei Luo 0004, Yongwei Zhang, Jianyu Yang, Donghui Zhang, Yongchao Zhang 0001, Yin Zhang 0003, Yulin Huang 0001, Andreas Jakobsson	Online Sparse DOA Estimation Based on Sub-Aperture Recursive LASSO for TDM-MIMO Radar.	Remote. Sens.	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.	Stat. Comput.	2022	DBLP DOI BibTeX RDF
13	Wei Gao 0018, Haizhong Yang	Time-varying Group Lasso Granger Causality Graph for High Dimensional Dynamic system.	Pattern Recognit.	2022	DBLP DOI BibTeX RDF
13	Yao Zhang 0009, Sijia Peng, Yun Xiong, Xiangnan Kong, Xinyue Liu, Yangyong Zhu	Multi-task attributed graphical lasso and its application in fund classification.	World Wide Web	2022	DBLP DOI BibTeX RDF
13	Hongyu Sun, Jin Yang, Xiaohui Li, Yi Lyu, Zhaomeng Xu, Hui He, Xiaomin Tong, Tingyu Ji, Shihan Ding, Chaoli Zhou, Pengyong Han, Jinping Zheng	Identification of feature genes and pathways for Alzheimer's disease via WGCNA and LASSO regression.	Frontiers Comput. Neurosci.	2022	DBLP DOI BibTeX RDF
13	Fabio Centofanti, Matteo Fontana, Antonio Lepore, Simone Vantini	Smooth LASSO estimator for the Function-on-Function linear regression model.	Comput. Stat. Data Anal.	2022	DBLP DOI BibTeX RDF
13	Aramayis Dallakyan, Rakheon Kim, Mohsen Pourahmadi	Time series graphical lasso and sparse VAR estimation.	Comput. Stat. Data Anal.	2022	DBLP DOI BibTeX RDF
13	Sylvain Sardy, Jairo Diaz Rodriguez, Caroline Giacobino	Thresholding tests based on affine LASSO to achieve non-asymptotic nominal level and high power under sparse and dense alternatives in high dimension.	Comput. Stat. Data Anal.	2022	DBLP DOI BibTeX RDF
13	Ayed M. Alrashdi, Abdullah E. Alrashdi, Amer AlGhadhban, Mohamed A. H. Eleiwa	Optimum GSSK Transmission in Massive MIMO Systems Using the Box-LASSO Decoder.	IEEE Access	2022	DBLP DOI BibTeX RDF
13	Hangtao Zhao, Lixin Lv, Yuejiang Ji	Improved Redundant Rule-Based Stochastic Gradient Algorithm for Time-Delayed Models Using Lasso Regression.	IEEE Access	2022	DBLP DOI BibTeX RDF
13	Younsang Cho, Jaeoh Kim, Donghyeon Yu	Comparative Study of CUDA GPU Implementations in Python With the Fast Iterative Shrinkage-Thresholding Algorithm for LASSO.	IEEE Access	2022	DBLP DOI BibTeX RDF
13	Shota Yamanaka, Hiroki Usuba, Wolfgang Stuerzlinger, Homei Miyashita	The Effectiveness of Path-Segmentation for Modeling Lasso Times in Width-Varying Paths.	Proc. ACM Hum. Comput. Interact.	2022	DBLP DOI BibTeX RDF
13	Hai-Hui Huang, Hao Rao, Rui Miao, Yong Liang 0001	A novel meta-analysis based on data augmentation and elastic data shared lasso regularization for gene expression.	BMC Bioinform.	2022	DBLP DOI BibTeX RDF
13	Hongyu Li, Xieting Xu, Yajun Lu, Xi Yu, Tong Zhao, Rufei Zhang	Robust Variable Selection Based on Relaxed Lad Lasso.	Symmetry	2022	DBLP DOI BibTeX RDF
13	Rufei Zhang, Tong Zhao, Yajun Lu, Xieting Xu	Relaxed Adaptive Lasso and Its Asymptotic Results.	Symmetry	2022	DBLP DOI BibTeX RDF
13	Guoqiang Wang, Wenjian Yu, Xiubo Liang, Yuanqing Wu 0004, Bo Yu 0003	An Iterative Reduction FISTA Algorithm for Large-Scale LASSO.	SIAM J. Sci. Comput.	2022	DBLP DOI BibTeX RDF
13	Pan Shang, Lingchen Kong, Dashuai Liu	A Safe Feature Screening Rule for Rank Lasso.	IEEE Signal Process. Lett.	2022	DBLP DOI BibTeX RDF
13	Adrian Jarret, Julien Fageot, Matthieu Simeoni	A Fast and Scalable Polyatomic Frank-Wolfe Algorithm for the LASSO.	IEEE Signal Process. Lett.	2022	DBLP DOI BibTeX RDF
13	Hu Yang, Xinlu Tian, Xin Jin, Haijun Wang	A Novel Hybrid Model for Gasoline Prices Forecasting Based on Lasso and CNN.	J. Soc. Comput.	2022	DBLP DOI BibTeX RDF
13	Junwen Yang, Yunmin Wang, Xiang Li	Prediction of stock price direction using the LASSO-LSTM model combines technical indicators and financial sentiment analysis.	PeerJ Comput. Sci.	2022	DBLP DOI BibTeX RDF