Search results for "LASSO"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
16	Duc-Son Pham 0001, Svetha Venkatesh	Robust learning of discriminative projection for multicategory classification on the Stiefel manifold.	CVPR	2008	DBLP DOI BibTeX RDF
16	Vu Nguyen 0003, Bert Steece, Barry W. Boehm	A constrained regression technique for cocomo calibration.	ESEM	2008	DBLP DOI BibTeX RDF	linear regression with constraints, optimization, linear programming, calibration, quadratic programming, software cost estimation, cocomo
16	Marco Signoretto, Kristiaan Pelckmans, Johan A. K. Suykens	Quadratically Constrained Quadratic Programming for Subspace Selection in Kernel Regression Estimation.	ICANN (1)	2008	DBLP DOI BibTeX RDF
16	Wei-Shi Zheng 0001, Stan Z. Li, Jian-Huang Lai, Shengcai Liao	On Constrained Sparse Matrix Factorization.	ICCV	2007	DBLP DOI BibTeX RDF
16	Deng Cai 0001, Xiaofei He 0001, Jiawei Han 0001	Spectral Regression: A Unified Approach for Sparse Subspace Learning.	ICDM	2007	DBLP DOI BibTeX RDF
16	Peter Habermehl, Radu Iosif, Adam Rogalewicz, Tomás Vojnar	Proving Termination of Tree Manipulating Programs.	ATVA	2007	DBLP DOI BibTeX RDF
16	Choon Hui Teo, Alexander J. Smola, S. V. N. Vishwanathan, Quoc V. Le	A scalable modular convex solver for regularized risk minimization.	KDD	2007	DBLP DOI BibTeX RDF	optimization, algorithms, convexity
16	Line Harder Clemmensen, David Delgado-Gómez, Bjarne K. Ersbøll	Individual Discriminative Face Recognition Models Based on Subsets of Features.	SCIA	2007	DBLP DOI BibTeX RDF
16	Gonzalo A. Ramos, Ravin Balakrishnan	Pressure marks.	CHI	2007	DBLP DOI BibTeX RDF	pressure widgets, design, human factors, experimentation, pen input
16	Andres Mendez-Vazquez, Paul D. Gader	Sparsity Promotion Models for the Choquet Integral.	FOCI	2007	DBLP DOI BibTeX RDF
16	Lie Gu, Eric P. Xing, Takeo Kanade	Learning GMRF Structures for Spatial Priors.	CVPR	2007	DBLP DOI BibTeX RDF
16	Zhili Wu, Chun-hung Li	L0-Constrained Regression for Data Mining.	PAKDD	2007	DBLP DOI BibTeX RDF
16	Jill L. Drury, Brenden Keyes, Holly A. Yanco	LASSOing HRI: analyzing situation awareness in map-centric and video-centric interfaces.	HRI	2007	DBLP DOI BibTeX RDF	urban search and rescue (USAR), situation awareness (SA), human-robot interaction (HRI)
16	Stefan Edelkamp, Shahid Jabbar	Large-Scale Directed Model Checking LTL.	SPIN	2006	DBLP DOI BibTeX RDF
16	David L. Donoho, Victoria Stodden	Breakdown Point of Model Selection When the Number of Variables Exceeds the Number of Observations.	IJCNN	2006	DBLP DOI BibTeX RDF
16	Cor J. Veenman, David M. J. Tax	LESS: A Model-Based Classifier for Sparse Subspaces.	IEEE Trans. Pattern Anal. Mach. Intell.	2005	DBLP DOI BibTeX RDF
16	Cor J. Veenman, David M. J. Tax	A Weighted Nearest Mean Classifier for Sparse Subspaces.	CVPR (2)	2005	DBLP DOI BibTeX RDF	Classification, mathematical programming, feature subset selection, high dimensional
16	Vincent Guigue, Alain Rakotomamonjy, Stéphane Canu	Kernel Basis Pursuit.	ECML	2005	DBLP DOI BibTeX RDF
16	Yin Li, Jian Sun 0001, Chi-Keung Tang, Heung-Yeung Shum	Lazy snapping.	ACM Trans. Graph.	2004	DBLP DOI BibTeX RDF	Image Cutout, User Interface, Graph Cut, Interactive Image Segmentation
16	Sachi Mizobuchi, Michiaki Yasumura	Tapping vs. circling selections on pen-based devices: evidence for different performance-shaping factors.	CHI	2004	DBLP DOI BibTeX RDF	pen user interface, handheld devices, gesture input, input and interaction technologies, target selection
16	Volker Roth 0001	Sparse Kernel Regressors.	ICANN	2001	DBLP DOI BibTeX RDF
13	Wen Fang, Shuwen Zhang, Chang Xu	Improving prediction efficiency of Chinese stock index futures intraday price by VIX-Lasso-GRU Model.	Expert Syst. Appl.	2024	DBLP DOI BibTeX RDF
13	Bin Lu, Fuwang Wang, Shiwei Wang, Junxiang Chen, Guilin Wen, Rongrong Fu	Improvement of motor imagery electroencephalogram decoding by iterative weighted Sparse-Group Lasso.	Expert Syst. Appl.	2024	DBLP DOI BibTeX RDF
13	Richeek Das, Aaron Jerry Ninan, Adithya Bhaskar, Ajit Rajwade 0001	Performance bounds for LASSO under multiplicative LogNormal noise: Applications to pooled RT-PCR testing.	Signal Process.	2024	DBLP DOI BibTeX RDF
13	Barbara Zogala-Siudem, Szymon Jaroszewicz	Variable screening for Lasso based on multidimensional indexing.	Data Min. Knowl. Discov.	2024	DBLP DOI BibTeX RDF
13	Hasan Yildirim, M. Revan Özkale	A Novel Regularized Extreme Learning Machine Based on L1-Norm and L2-Norm: a Sparsity Solution Alternative to Lasso and Elastic Net.	Cogn. Comput.	2024	DBLP DOI BibTeX RDF
13	Xiaonan Zhu, Yu Chen, Jie Hu	Estimation of banded time-varying precision matrix based on SCAD and group lasso.	Comput. Stat. Data Anal.	2024	DBLP DOI BibTeX RDF
13	Xianqiu Fan, Jun Cheng 0004, Hailing Wang, Bin Zhang, Zhenzhen Chen	A fast trans-lasso algorithm with penalized weighted score function.	Comput. Stat. Data Anal.	2024	DBLP DOI BibTeX RDF
13	Ahmad Kokhahi, Dan Li	GLHAD: A Group Lasso-Based Hybrid Attack Detection and Localization Framework for Multistage Manufacturing Systems.	J. Comput. Inf. Sci. Eng.	2024	DBLP DOI BibTeX RDF
13	Swadexi Istiqphara, Oyas Wahyunggoro, Adha Imam Cahyadi	Enhanced Equation Discovery of 3-DoF Robotic Manipulator Dynamics Using LASSO Model Selection Criteria With Variable Segregation Algorithm.	IEEE Access	2024	DBLP DOI BibTeX RDF
13	Murat Genç	An Enhanced Extreme Learning Machine Based on Square-Root Lasso Method.	Neural Process. Lett.	2024	DBLP DOI BibTeX RDF
13	Mehrdad Vatankhah, Mohammadreza Momenzadeh	Self-regularized Lasso for selection of most informative features in microarray cancer classification.	Multim. Tools Appl.	2024	DBLP DOI BibTeX RDF
13	Junjie Shen 0010, Shuo Wang, Yongfei Dong, Hao Sun, Xichao Wang, Zaixiang Tang	A non-negative spike-and-slab lasso generalized linear stacking prediction modeling method for high-dimensional omics data.	BMC Bioinform.	2024	DBLP DOI BibTeX RDF
13	Gal Shalom, Eran Treister, Irad Yavneh	pISTA: Preconditioned Iterative Soft Thresholding Algorithm for Graphical Lasso.	SIAM J. Sci. Comput.	2024	DBLP DOI BibTeX RDF
13	Abhijit Mishra, Upendra Kumar Sahoo, Subrata Maiti	Robust Structured Sparsity-Based Fused Lasso Estimator With Sensor Position Uncertainty.	IEEE Trans. Circuits Syst. II Express Briefs	2024	DBLP DOI BibTeX RDF
13	Theophilus Quachie Asenso, Puyu Wang, Hai Zhang	Pliable lasso for the support vector machine.	Commun. Stat. Simul. Comput.	2024	DBLP DOI BibTeX RDF
13	Abdullah S. Al-Jawarneh, Mohd Tahir Ismail	The adaptive LASSO regression and empirical mode decomposition algorithm for enhancing modelling accuracy.	Commun. Stat. Simul. Comput.	2024	DBLP DOI BibTeX RDF
13	Zhi Ma, Xi Guan, Yiqun Liu 0015, Wei Shao	Identification of essential plasma protein using manifold regularized sparse group-lasso for prediction of Alzheimer's disease.	Displays	2024	DBLP DOI BibTeX RDF
13	Yanjin Peng, Lei Wang 0118	Two-Stage Online Debiased Lasso Estimation and Inference for High-Dimensional Quantile Regression with Streaming Data.	J. Syst. Sci. Complex.	2024	DBLP DOI BibTeX RDF
13	Septian Rahardiantoro, Wataru Sakamoto	Spatio-temporal clustering analysis using generalized lasso with an application to reveal the spread of Covid-19 cases in Japan.	Comput. Stat.	2024	DBLP DOI BibTeX RDF
13	Nachuan Yang, Zikai Wang, Tianci Yang, Yuzhe Li, Ling Shi	LASSO-Based Detection and Identification of Actuator Integrity Attacks in Remote Control Systems.	IEEE Trans. Control. Syst. Technol.	2024	DBLP DOI BibTeX RDF
13	Wanke Yu, Chunhui Zhao 0001, Biao Huang 0001, Min Xie 0001	An Unsupervised Fault Detection and Diagnosis With Distribution Dissimilarity and Lasso Penalty.	IEEE Trans. Control. Syst. Technol.	2024	DBLP DOI BibTeX RDF
13	Ahmed Bir-Jmel, Sidi Mohamed Douiri, Souad El Bernoussi, Ayyad Maafiri, Yassine Himeur, Shadi Atalla, Wathiq Mansoor, Hussain Al-Ahmad	GFLASSO-LR: Logistic Regression with Generalized Fused LASSO for Gene Selection in High-Dimensional Cancer Classification.	Comput.	2024	DBLP DOI BibTeX RDF
13	V. Sridevi, J. Abdul Samath	A combined deep CNN-lasso regression feature fusion and classification of MLO and CC view mammogram image.	Int. J. Syst. Assur. Eng. Manag.	2024	DBLP DOI BibTeX RDF
13	Evangelin Dasan, Nelson Samuel Jebastin Jeyabalan	Towards the Analysis of Regularized Denoising Autoencoder for Biosignal Processing: Lasso Versus Ridge Norms.	Wirel. Pers. Commun.	2024	DBLP DOI BibTeX RDF
13	Xiao Chen, Lei Cao, Zhi Cao, Hongwei Zhang	A multi-feature stock price prediction model based on multi-feature calculation, LASSO feature selection, and Ca-LSTM network.	Connect. Sci.	2024	DBLP DOI BibTeX RDF
13	Rong Gao, Xin Liu 0012, Jingyu Yang 0002, Huanjing Yue	Multi-Channel Fused Lasso for Motion Detection in Dynamic Video Scenarios.	IEEE Trans. Consumer Electron.	2024	DBLP DOI BibTeX RDF
13	Emi Zeger, Yifei Wang, Aaron Mishkin, Tolga Ergen, Emmanuel J. Candès, Mert Pilanci	A Library of Mirrors: Deep Neural Nets in Low Dimensions are Convex Lasso Models with Reflection Features.	CoRR	2024	DBLP DOI BibTeX RDF
13	Alberto Bemporad	Linear and nonlinear system identification under 1- and group-Lasso regularization via L-BFGS-B.	CoRR	2024	DBLP DOI BibTeX RDF
13	Mike Cruchten	Kleene Theorems for Lasso Languages and ω-Languages.	CoRR	2024	DBLP DOI BibTeX RDF
13	Masahiro Kato	Triple/Debiased Lasso for Statistical Inference of Conditional Average Treatment Effects.	CoRR	2024	DBLP DOI BibTeX RDF
13	Dylan Green, Jonathan Lindbloom, Anne Gelb	Complex-Valued Signal Recovery using the Bayesian LASSO.	CoRR	2024	DBLP DOI BibTeX RDF
13	Pedro Abdalla, Gil Kur	Debiased LASSO under Poisson-Gauss Model.	CoRR	2024	DBLP DOI BibTeX RDF
13	Md. Simul Hasan Talukder, Sharmin Akter, Abdullah Hafez Nur	SugarcaneNet2024: An Optimized Weighted Average Ensemble Approach of LASSO Regularized Pre-trained Models for Sugarcane Disease Classification.	CoRR	2024	DBLP DOI BibTeX RDF
13	Jonathan A. Kelner, Frederic Koehler, Raghu Meka, Dhruv Rohatgi	Lasso with Latents: Efficient Estimation, Covariate Rescaling, and Computational-Statistical Gaps.	CoRR	2024	DBLP DOI BibTeX RDF
13	Qiyuan Zhu, A. Kai Qin, Prabath Abeysekara, Hussein Dia, Hanna Grzybowska	Decentralised Traffic Incident Detection via Network Lasso.	CoRR	2024	DBLP DOI BibTeX RDF
13	Siyuan Liu, Qiqian Huang, Mingchen Li, Yunjie Wei	A new LASSO-BiLSTM-based ensemble learning approach for exchange rate forecasting.	Eng. Appl. Artif. Intell.	2024	DBLP DOI BibTeX RDF
13	Sijia Yang, Shunjie Chen, Pei Wang 0004, Aimin Chen, Tianhai Tian	TSPLASSO: A Two-Stage Prior LASSO Algorithm for Gene Selection Using Omics Data.	IEEE J. Biomed. Health Informatics	2024	DBLP DOI BibTeX RDF
13	Zongmin Wu, Ran Yang	A soft Lasso model for the motion of a ball falling in the non-Newtonian fluid.	Commun. Nonlinear Sci. Numer. Simul.	2024	DBLP DOI BibTeX RDF
13	Junjun Huang, Xiliang Lu, Jerry Zhijian Yang	Sparse Membership Affinity Lasso for Fuzzy Clustering.	IEEE Trans. Fuzzy Syst.	2024	DBLP DOI BibTeX RDF
13	Luca Bagnato, Alessio Farcomeni, Antonio Punzo	The generalized hyperbolic family and automatic model selection through the multiple-choice LASSO.	Stat. Anal. Data Min.	2024	DBLP DOI BibTeX RDF
13	Gholamreza Hesamian, Arne Johannssen, Nataliya Chukhrova	An explainable fused lasso regression model for handling high-dimensional fuzzy data.	J. Comput. Appl. Math.	2024	DBLP DOI BibTeX RDF
13	Dan Han, Vicki Modisette, Melinda Forthofer, Rajib Paul	Hierarchical Bayesian adaptive lasso methods on exponential random graph models.	Appl. Netw. Sci.	2024	DBLP DOI BibTeX RDF
13	Yuki Mori, Seiji Yamada, Takashi Onoda	Group Importance Estimation Method Based on Group LASSO Regression.	ICPRAM	2024	DBLP DOI BibTeX RDF
13	Torpong Nitayanont, Cheng Lu, Dorit S. Hochbaum	Path of Solutions for Fused Lasso Problems.	ICPRAM	2024	DBLP DOI BibTeX RDF
13	Mike Cruchten	Kleene Theorems for Lasso Languages and ømega-Languages.	TAMC	2024	DBLP DOI BibTeX RDF
13	Philipp Dettling, Mathias Drton, Mladen Kolar	On the Lasso for Graphical Continuous Lyapunov Models.	CLeaR	2024	DBLP BibTeX RDF
13	Srinath T. V. Setty, Justin Thaler, Riad S. Wahby	Unlocking the Lookup Singularity with Lasso.	EUROCRYPT (6)	2024	DBLP DOI BibTeX RDF
13	Muhammad Osama 0003, Anton Wijs	Hitching a Ride to a Lasso: Massively Parallel On-The-Fly LTL Model Checking.	TACAS (2)	2024	DBLP DOI BibTeX RDF
13	Huiru Li, Yanrong Hu, Hongjiu Liu	A novel LASSO-ATT-LSTM model of stock price prediction based on multi-source heterogeneous data.	J. Intell. Fuzzy Syst.	2023	DBLP DOI BibTeX RDF
13	Wenmei Yu, Lina Xia, Qiang Cao	Forecasting digital economy of China using an Adaptive Lasso and grey model optimized by particle swarm optimization algorithm.	J. Intell. Fuzzy Syst.	2023	DBLP DOI BibTeX RDF
13	Snigdha Panigrahi, Peter W. MacDonald, Daniel Kessler	Approximate Post-Selective Inference for Regression with the Group LASSO.	J. Mach. Learn. Res.	2023	DBLP BibTeX RDF
13	Anna Catherine Cardall, Riley Hales, Kaylee Brook Tanner, Gustavious P. Williams, Kel N. Markert	LASSO (L1) Regularization for Development of Sparse Remote-Sensing Models with Applications in Optically Complex Waters Using GEE Tools.	Remote. Sens.	2023	DBLP DOI BibTeX RDF
13	Yibao Fan, You-lin Shang, Zheng-Fen Jin, Jia Liu, Roxin Zhang	An accelerated proximal alternating direction method of multipliers for robust fused Lasso.	RAIRO Oper. Res.	2023	DBLP DOI BibTeX RDF
13	Marco Capó, Aritz Pérez, José Antonio Lozano 0001	LASSO for streaming data with adaptative filtering.	Stat. Comput.	2023	DBLP DOI BibTeX RDF
13	Xinying Pang, Yitian Xu	A reconstructed feasible solution-based safe feature elimination rule for expediting multi-task lasso.	Inf. Sci.	2023	DBLP DOI BibTeX RDF
13	Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski	Steering the interpretability of decision trees using lasso regression - an evolutionary perspective.	Inf. Sci.	2023	DBLP DOI BibTeX RDF
13	Miin-Shen Yang, Josephine Bernadette M. Benjamin	Sparse possibilistic c-means clustering with Lasso.	Pattern Recognit.	2023	DBLP DOI BibTeX RDF
13	Yujie Zhao, Xiaoming Huo	Accelerate the warm-up stage in the Lasso computation via a homotopic approach.	Comput. Stat. Data Anal.	2023	DBLP DOI BibTeX RDF
13	Qifa Xu, Dongdong Wu, Cuixia Jiang, Xiangxiang Wang	A composite quantile regression long short-term memory network with group lasso for wind turbine anomaly detection.	J. Ambient Intell. Humaniz. Comput.	2023	DBLP DOI BibTeX RDF
13	Abbas Jafar, Myungho Lee	HypGB: High Accuracy GB Classifier for Predicting Heart Disease With HyperOpt HPO Framework and LASSO FS Method.	IEEE Access	2023	DBLP DOI BibTeX RDF
13	Younsang Cho, Seunghwan Lee, Jaeoh Kim, Donghyeon Yu	Sparse Partial Correlation Estimation With Scaled Lasso and Its GPU-Parallel Algorithm.	IEEE Access	2023	DBLP DOI BibTeX RDF
13	Huiyi Xia	Variable Selection of Lasso and Large Model.	IEEE Access	2023	DBLP DOI BibTeX RDF
13	Jan Klosa, Noah Simon, Volkmar Liebscher, Dörte Wittenburg	A Fitted Sparse-Group Lasso for Genome-Based Evaluations.	IEEE ACM Trans. Comput. Biol. Bioinform.	2023	DBLP DOI BibTeX RDF
13	Tanya Liyaqat, Tanvir Ahmad, Chandni Saxena	TeM-DTBA: time-efficient drug target binding affinity prediction using multiple modalities with Lasso feature selection.	J. Comput. Aided Mol. Des.	2023	DBLP DOI BibTeX RDF
13	Shokrya Saleh Alshqaq, Ali Hassan Abuzaid	An Efficient Method for Variable Selection Based on Diagnostic-Lasso Regression.	Symmetry	2023	DBLP DOI BibTeX RDF
13	Reecan J. Juarez, Yaoyukun Jiang, Matthew Tremblay, Qianzhen Shao, A. James Link, Zhongyue J. Yang	LassoHTP: A High-Throughput Computational Tool for Lasso Peptide Structure Construction and Modeling.	J. Chem. Inf. Model.	2023	DBLP DOI BibTeX RDF
13	Aaron Berk, Simone Brugiapaglia, Tim Hoheisel	LASSO Reloaded: A Variational Analysis Perspective with Applications to Compressed Sensing.	SIAM J. Math. Data Sci.	2023	DBLP DOI BibTeX RDF
13	Ye Fan, Suning Fan	Distributed adaptive lasso penalized generalized linear models for big data.	Commun. Stat. Simul. Comput.	2023	DBLP DOI BibTeX RDF
13	Seunghwan Lee, Sang Cheol Kim, Donghyeon Yu	An efficient GPU-parallel coordinate descent algorithm for sparse precision matrix estimation via scaled lasso.	Comput. Stat.	2023	DBLP DOI BibTeX RDF
13	Luigi Augugliaro, Gianluca Sottile, Ernst C. Wit, Veronica Vinciotti	cglasso: An R Package for Conditional Graphical Lasso Inference with Censored and Missing Values.	J. Stat. Softw.	2023	DBLP DOI BibTeX RDF
13	Quentin Grimonprez, Samuel Blanck, Alain Celisse, Guillemette Marot	MLGL: An R Package Implementing Correlated Variable Selection by Hierarchical Clustering and Group-Lasso.	J. Stat. Softw.	2023	DBLP DOI BibTeX RDF
13	Rosember Guerra-Urzola, Niek C. de Schipper, Anya Tonne, Klaas Sijtsma, Juan C. Vera 0001, Katrijn Van Deun	Sparsifying the least-squares approach to PCA: comparison of lasso and cardinality constraint.	Adv. Data Anal. Classif.	2023	DBLP DOI BibTeX RDF
13	Ronald Richman, Mario V. Wüthrich	LASSO regularization within the LocalGLMnet architecture.	Adv. Data Anal. Classif.	2023	DBLP DOI BibTeX RDF
13		Expression of Concern: Overcoming the inadaptability of sparse group lasso for data with various group structures by stacking.	Bioinform.	2023	DBLP DOI BibTeX RDF
13	Proloy Das, Behtash Babadi	Non-Asymptotic Guarantees for Reliable Identification of Granger Causality via the LASSO.	IEEE Trans. Inf. Theory	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.	IEEE Trans. Inf. Theory	2023	DBLP DOI BibTeX RDF
13	Chengjing Wang, Peipei Tang, Wenling He, Meixia Lin	Learning the hub graphical Lasso model with the structured sparsity via an efficient algorithm.	CoRR	2023	DBLP DOI BibTeX RDF
13	Ivana Malenica, Rachael V. Phillips, Daniel Lazzareschi, Jeremy R. Coyle, Romain Pirracchio, Mark J. van der Laan	Multi-task Highly Adaptive Lasso.	CoRR	2023	DBLP DOI BibTeX RDF
13	Can Pouliquen, Paulo Gonçalves 0001, Mathurin Massias, Titouan Vayer	Implicit Differentiation for Hyperparameter Tuning the Weighted Graphical Lasso.	CoRR	2023	DBLP DOI BibTeX RDF