| 2011 |
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| 29 | TVNViewer: An interactive visualization tool for exploring networks that change over time or space. Ross E. Curtis, Amos Yuen, Le Song, Anuj Goyal, Eric P. Xing. Bioinformatics [ISMB/ECCB] (27): 1880-1881 (2011). Web SearchBibTeXDownload |
| 28 | Spectral Methods for Learning Multivariate Latent Tree Structure. Animashree Anandkumar, Kamalika Chaudhuri, Daniel Hsu, Sham M. Kakade, Le Song, Tong Zhang. CoRR (abs/1107.1283) (2011). Web SearchBibTeXDownload |
| 27 | Kernel Belief Propagation. Le Song, Arthur Gretton, Danny Bickson, Yucheng Low, Carlos Guestrin. CoRR (abs/1105.5592) (2011). Web SearchBibTeXDownload |
| 26 | A Spectral Algorithm for Latent Tree Graphical Models. Ankur P. Parikh, Le Song, Eric P. Xing. ICML 2011, 1065-1072. Web SearchBibTeX |
| 25 | Multiscale Community Blockmodel for Network Exploration. Qirong Ho, Ankur P. Parikh, Le Song, Eric P. Xing. Journal of Machine Learning Research - Proceedings Track (15): 333-341 (2011). Web SearchBibTeXDownload |
| 24 | Evolving Cluster Mixed-Membership Blockmodel for Time-Evolving Networks. Qirong Ho, Le Song, Eric P. Xing. Journal of Machine Learning Research - Proceedings Track (15): 342-350 (2011). Web SearchBibTeXDownload |
| 2010 |
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| 23 | Hilbert Space Embeddings of Hidden Markov Models. Le Song, Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon, Alexander J. Smola. ICML 2010, 991-998. Web SearchBibTeXDownload |
| 22 | Kernelized Sorting. Novi Quadrianto, Alex J. Smola, Le Song, Tinne Tuytelaars. IEEE Trans. Pattern Anal. Mach. Intell. (32): 1809-1821 (2010). Web SearchBibTeXDownload |
| 21 | Nonparametric Tree Graphical Models. Le Song, Arthur Gretton, Carlos Guestrin. Journal of Machine Learning Research - Proceedings Track (9): 765-772 (2010). Web SearchBibTeXDownload |
| 20 | Learning Nonlinear Dynamic Models from Non-sequenced Data. Tzu-Kuo Huang, Le Song, Jeff G. Schneider. Journal of Machine Learning Research - Proceedings Track (9): 350-357 (2010). Web SearchBibTeXDownload |
| 19 | Discriminative frequent subgraph mining with optimality guarantees. Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan, Karsten M. Borgwardt. Statistical Analysis and Data Mining (3): 302-318 (2010). Web SearchBibTeXDownload |
| 2009 |
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| 18 | KELLER: estimating time-varying interactions between genes. Le Song, Mladen Kolar, Eric P. Xing. Bioinformatics (25) (2009). Web SearchBibTeXDownload |
| 17 | Hilbert space embeddings of conditional distributions with applications to dynamical systems. Le Song, Jonathan Huang, Alexander J. Smola, Kenji Fukumizu. ICML 2009, 121. Web SearchBibTeXDownload |
| 16 | Dynamic mixed membership blockmodel for evolving networks. Wenjie Fu, Le Song, Eric P. Xing. ICML 2009, 42. Web SearchBibTeXDownload |
| 15 | Relative Novelty Detection. Alexander J. Smola, Le Song, Choon Hui Teo. Journal of Machine Learning Research - Proceedings Track (5): 536-543 (2009). Web SearchBibTeXDownload |
| 14 | Sparsistent Learning of Varying-coefficient Models with Structural Changes. Mladen Kolar, Le Song, Eric P. Xing. NIPS 2009, 1006-1014. Web SearchBibTeXDownload |
| 13 | Time-Varying Dynamic Bayesian Networks. Le Song, Mladen Kolar, Eric P. Xing. NIPS 2009, 1732-1740. Web SearchBibTeXDownload |
| 12 | Near-optimal Supervised Feature Selection among Frequent Subgraphs. Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan, Karsten M. Borgwardt. SDM 2009, 1075-1086. Cited by 5Web SearchBibTeXDownload |
| 2008 |
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| 11 | Tailoring density estimation via reproducing kernel moment matching. Le Song, Xinhua Zhang, Alex J. Smola, Arthur Gretton, Bernhard Schölkopf. ICML 2008, 992-999. Web SearchBibTeXDownload |
| 10 | Kernelized Sorting. Novi Quadrianto, Alex J. Smola, Le Song, Tinne Tuytelaars. NIPS 2008, 1289-1296. Web SearchBibTeXDownload |
| 9 | Kernel Measures of Independence for non-iid Data. Xinhua Zhang, Le Song, Arthur Gretton, Alex J. Smola. NIPS 2008, 1937-1944. Web SearchBibTeXDownload |
| 2007 |
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| 8 | A Hilbert Space Embedding for Distributions. Alexander J. Smola, Arthur Gretton, Le Song, Bernhard Schölkopf. ALT 2007, 13-31. Web SearchBibTeXDownload |
| 7 | Supervised Feature Selection via Dependence Estimation. Le Song, Alexander J. Smola, Arthur Gretton, Karsten M. Borgwardt, Justin Bedo. CoRR (abs/0704.2668) (2007). Web SearchBibTeXDownload |
| 6 | Supervised feature selection via dependence estimation. Le Song, Alex J. Smola, Arthur Gretton, Karsten M. Borgwardt, Justin Bedo. ICML 2007, 823-830. Web SearchBibTeXDownload |
| 5 | A dependence maximization view of clustering. Le Song, Alexander J. Smola, Arthur Gretton, Karsten M. Borgwardt. ICML 2007, 815-822. Web SearchBibTeXDownload |
| 4 | Gene selection via the BAHSIC family of algorithms. Le Song, Justin Bedo, Karsten M. Borgwardt, Arthur Gretton, Alexander J. Smola. ISMB/ECCB (Supplement of Bioinformatics) 2007, 490-498. Web SearchBibTeXDownload |
| 3 | A Kernel Statistical Test of Independence. Arthur Gretton, Kenji Fukumizu, Choon Hui Teo, Le Song, Bernhard Schölkopf, Alex J. Smola. NIPS 2007. Web SearchBibTeXDownload |
| 2 | Colored Maximum Variance Unfolding. Le Song, Alex J. Smola, Karsten M. Borgwardt, Arthur Gretton. NIPS 2007. Web SearchBibTeXDownload |
| 2005 |
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| 1 | Visualisation and Analysis of Large and Complex Scale-free Networks. Adel Ahmed, Tim Dwyer, Seok-Hee Hong, Colin Murray, Le Song, Ying Xin Wu. EuroVis 2005, 239-246. Web SearchBibTeXDownload |
