Search results for "L1 regularization"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
2	Mark W. Schmidt, Glenn Fung, Rómer Rosales	Fast Optimization Methods for L1 Regularization: A Comparative Study and Two New Approaches.	ECML	2007	DBLP DOI BibTeX RDF
2	Ryo Inokuchi, Sadaaki Miyamoto	Sparse Possibilistic Clustering with L1 Regularization.	GrC	2007	DBLP DOI BibTeX RDF
2	Daphna Weinshall, Lior Zamir	Image Classification from Small Sample, with Distance Learning and Feature Selection.	ISVC	2007	DBLP DOI BibTeX RDF	Feature Selection, Distance Learning, L1 regularization, Small Sample
1	Hidetoshi Matsui, Sadanori Konishi	Variable selection for functional regression models via the L1 regularization.	Computational Statistics & Data Analysis	2011	DBLP DOI BibTeX RDF
1	Yukihiro Hamasuna, Yasunori Endo, Sadaaki Miyamoto	Fuzzy c-Means Clustering for Data with Clusterwise Tolerance Based on L2- and L1-Regularization.	JACIII	2011	DBLP BibTeX RDF
1	Qiang Liu, Alexander T. Ihler	Learning Scale Free Networks by Reweighted L1 regularization.	Journal of Machine Learning Research - Proceedings Track	2011	DBLP BibTeX RDF
1	H. Brendan McMahan	Follow-the-Regularized-Leader and Mirror Descent: Equivalence Theorems and L1 Regularization.	Journal of Machine Learning Research - Proceedings Track	2011	DBLP BibTeX RDF
1	Deepak Agarwal	Discussion of "Learning Scale Free Networks by Reweighted L1 regularization".	Journal of Machine Learning Research - Proceedings Track	2011	DBLP BibTeX RDF
1	Rakesh Chalasani, Jose C. Principe	Sparse analog associative memory via L1-regularization and thresholding.	IJCNN	2011	DBLP DOI BibTeX RDF
1	Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan	Dynamic Batch Mode Active Learning via L1 Regularization.	AAAI	2011	DBLP BibTeX RDF
1	Laurent Gosse	Effective band-limited extrapolation relying on Slepian series and l1 regularization.	Computers & Mathematics with Applications	2010	DBLP DOI BibTeX RDF
1	Hongliang Fei, Jun Huan	Boosting with structure information in the functional space: an application to graph classification.	KDD	2010	DBLP DOI BibTeX RDF	feature selection, boosting, semi-structured data, graph classification, L1 regularization
1	Jun Liu, Lei Yuan, Jieping Ye	An efficient algorithm for a class of fused lasso problems.	KDD	2010	DBLP DOI BibTeX RDF	fused lasso, restart, subgradient, l1 regularization
1	Yan Yan, Glenn Fung, Jennifer G. Dy, Rómer Rosales	Medical coding classification by leveraging inter-code relationships.	KDD	2010	DBLP DOI BibTeX RDF	large margin, medical coding, classification, multi-label classification, L1 regularization, medical data mining
1	Hua Ouyang, Alexander G. Gray	Stochastic Mirror Descent Algorithm for L1-Regularized Risk Minimizations.	CIT	2010	DBLP DOI BibTeX RDF	Machine Learning, Sparsity, L1 regularization, Empirical Risk Minimization
1	Stephan Didas, Simon Setzer, Gabriele Steidl	Combined l2 data and gradient fitting in conjunction with l1 regularization.	Adv. Comput. Math.	2009	DBLP DOI BibTeX RDF	Mathematics Subject Classifications (2000) 65K10, 65F22, 65T50, 49M29
1	Nataliya Sokolovska, Olivier Cappé, François Yvon	Selecting features with L1 regularization in Conditional Random Fields.	TAL	2009	DBLP BibTeX RDF
1	Yanjun Han, Jue Wang	An l1 Regularization Framework for Optimal Rule Combination.	ECML/PKDD	2009	DBLP DOI BibTeX RDF	?1 regularization, Path Following Algorithm, Rule Learning
1	Daisuke Okanohara, Jun-ichi Tsujii	Learning Combination Features with L1 Regularization.	HLT-NAACL (Short Papers)	2009	DBLP BibTeX RDF
1	Yunpeng Cai, Yijun Sun, Jian Li, Steve Goodison	Online Feature Selection Algorithm with Bayesian l1 Regularization.	PAKDD	2009	DBLP DOI BibTeX RDF
1	Peng Yang, Qingshan Liu, Dimitris N. Metaxas	RankBoost with l1 regularization for facial expression recognition and intensity estimation.	ICCV	2009	DBLP DOI BibTeX RDF
1	Z. G. Zhang, S. C. Chan, Y. Zhou, Y. Hu	Robust Linear Estimation using M-Estimation and Weighted L1 Regularization: Model Selection and Recursive Implementation.	ISCAS	2009	DBLP DOI BibTeX RDF
1	Yukihiro Hamasuna, Yasunori Endo, Sadaaki Miyamoto	On Tolerant Fuzzy c-Means Clustering with L1-Regularization.	IFSA/EUSFLAT Conf.	2009	DBLP BibTeX RDF
1	Yukihiro Hamasuna, Yasunori Endo, Sadaaki Miyamoto	Comparison of tolerant fuzzy c-means clustering with L2- and L1-regularization.	GrC	2009	DBLP DOI BibTeX RDF
1	Justin Ma, Lawrence K. Saul, Stefan Savage, Geoffrey M. Voelker	Beyond blacklists: learning to detect malicious web sites from suspicious URLs.	KDD	2009	DBLP DOI BibTeX RDF	malicious web sites, supervised learning, L1-regularization
1	Manuel Loth, Philippe Preux, Samuel Delepoulle, Christophe Renaud	ECON: A Kernel Basis Pursuit Algorithm with Automatic Feature Parameter Tuning, and its Application to Photometric Solids Approximation.	ICMLA	2009	DBLP DOI BibTeX RDF	non parametric regression, sparse regression, automatic kernel parameter tuning, application in computer graphics, regression, supervised learning, kernel method, supervised classification, l1 regularization
1	J. Zico Kolter, Andrew Y. Ng	Regularization and feature selection in least-squares temporal difference learning.	ICML	2009	DBLP DOI BibTeX RDF
1	Ariadna Quattoni, Xavier Carreras, Michael Collins, Trevor Darrell	An efficient projection for l1,infinity regularization.	ICML	2009	DBLP DOI BibTeX RDF
1	Zhengya Sun, Tao Qin, Qing Tao, Jue Wang	Robust sparse rank learning for non-smooth ranking measures.	SIGIR	2009	DBLP DOI BibTeX RDF	rsrank, truncated gradient, information retrieval, learn to rank
1	Alen Alempijevic, Sarath Kodagoda, Gamini Dissanayake	Cross-modal localization through mutual information.	IROS	2009	DBLP DOI BibTeX RDF
1	Shihao Ji, David B. Dunson, Lawrence Carin	Multitask Compressive Sensing.	IEEE Transactions on Signal Processing	2009	DBLP DOI BibTeX RDF
1	Xiao Zhang, Lin Liang, Xiaoou Tang, Heung-Yeung Shum	L1 regularized projection pursuit for additive model learning.	CVPR	2008	DBLP DOI BibTeX RDF
1	Mithun Das Gupta, Thomas S. Huang	Bregman distance to L1 regularized logistic regression.	ICPR	2008	DBLP DOI BibTeX RDF
1	Morten Mørup, Kristoffer Hougaard Madsen, Lars Kai Hansen	Approximate L0 constrained non-negative matrix and tensor factorization.	ISCAS	2008	DBLP DOI BibTeX RDF
1	Saharon Rosset, Grzegorz Swirszcz, Nathan Srebro, Ji Zhu	l1 Regularization in Infinite Dimensional Feature Spaces.	COLT	2007	DBLP DOI BibTeX RDF
1	Mark W. Schmidt, Alexandru Niculescu-Mizil, Kevin P. Murphy	Learning Graphical Model Structure Using L1-Regularization Paths.	AAAI	2007	DBLP BibTeX RDF
1	Cédric Vonesch, Michael Unser	Fast Wavelet-Regularized Image Deconvolution.	ISBI	2007	DBLP DOI BibTeX RDF
1	Zoltán Szabó, András Lörincz	L1 regularization is better than L2 for learning and predicting chaotic systems	CoRR	2004	DBLP BibTeX RDF
1	Stefan Riezler, Alexander Vasserman	Incremental Feature Selection and l1 Regularization for Relaxed Maximum-Entropy Modeling.	EMNLP	2004	DBLP BibTeX RDF