Deep Submodular Functions : Definitions & Learning
暂无分享,去创建一个
[1] Pascal Vincent,et al. Representation Learning: A Review and New Perspectives , 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[2] Jan Vondrák,et al. Maximizing a Monotone Submodular Function Subject to a Matroid Constraint , 2011, SIAM J. Comput..
[3] Maria-Florina Balcan,et al. Learning submodular functions , 2010, STOC '11.
[4] Rishabh K. Iyer,et al. Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints , 2013, NIPS.
[5] William H. Cunningham,et al. Testing membership in matroid polyhedra , 1984, J. Comb. Theory, Ser. B.
[6] Vahab S. Mirrokni,et al. Approximating submodular functions everywhere , 2009, SODA.
[7] Rishabh K. Iyer,et al. Fast Semidifferential-based Submodular Function Optimization , 2013, ICML.
[8] Ben Taskar,et al. Learning structured prediction models: a large margin approach , 2005, ICML.
[9] Joseph Naor,et al. Submodular Maximization with Cardinality Constraints , 2014, SODA.
[10] Vahab S. Mirrokni,et al. Non-monotone submodular maximization under matroid and knapsack constraints , 2009, STOC '09.
[11] Baobao Chang,et al. Max-Margin Tensor Neural Network for Chinese Word Segmentation , 2014, ACL.
[12] Kent Quanrud,et al. Streaming Algorithms for Submodular Function Maximization , 2015, ICALP.
[13] M. L. Fisher,et al. An analysis of approximations for maximizing submodular set functions—I , 1978, Math. Program..
[14] Jeff A. Bilmes,et al. Unsupervised submodular subset selection for speech data , 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[15] Vitaly Feldman,et al. Optimal bounds on approximation of submodular and XOS functions by juntas , 2014, ITA.
[16] Hui Lin,et al. Learning Mixtures of Submodular Shells with Application to Document Summarization , 2012, UAI.
[17] Satoru Fujishige,et al. Submodular functions and optimization , 1991 .
[18] Yoshua. Bengio,et al. Learning Deep Architectures for AI , 2007, Found. Trends Mach. Learn..
[19] Rishabh K. Iyer,et al. Algorithms for Approximate Minimization of the Difference Between Submodular Functions, with Applications , 2012, UAI.
[20] Hui Lin,et al. A Class of Submodular Functions for Document Summarization , 2011, ACL.
[21] Guigang Zhang,et al. Deep Learning , 2016, Int. J. Semantic Comput..
[22] Michael I. Jordan,et al. On the Convergence Rate of Decomposable Submodular Function Minimization , 2014, NIPS.
[23] Andreas Krause,et al. Streaming submodular maximization: massive data summarization on the fly , 2014, KDD.
[24] Rishabh K. Iyer,et al. Learning Mixtures of Submodular Functions for Image Collection Summarization , 2014, NIPS.
[25] Andreas Krause,et al. Efficient Minimization of Decomposable Submodular Functions , 2010, NIPS.
[26] Stephen P. Boyd,et al. Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.
[27] Thorsten Joachims,et al. Large-Margin Learning of Submodular Summarization Models , 2012, EACL.