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## Search the dblp DataBase
Alexander J. Smola:
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## Publications of Author- Yasemin Altun, Alexander J. Smola
**Unifying Divergence Minimization and Statistical Inference Via Convex Duality.**[Citation Graph (0, 0)][DBLP] COLT, 2006, pp:139-153 [Conf] - Quoc V. Le, Alexander J. Smola, Thomas Gärtner, Yasemin Altun
**Transductive Gaussian Process Regression with Automatic Model Selection.**[Citation Graph (0, 0)][DBLP] ECML, 2006, pp:306-317 [Conf] - Stéphane Canu, Alexander J. Smola
**Kernel methods and the exponential family.**[Citation Graph (0, 0)][DBLP] ESANN, 2005, pp:447-454 [Conf] - Karsten M. Borgwardt, Omri Guttman, S. V. N. Vishwanathan, Alexander J. Smola
**Joint Regularization.**[Citation Graph (0, 0)][DBLP] ESANN, 2005, pp:455-460 [Conf] - Quoc V. Le, Alexander J. Smola, Stéphane Canu
**Heteroscedastic Gaussian process regression.**[Citation Graph (0, 0)][DBLP] ICML, 2005, pp:489-496 [Conf] - Cheng Soon Ong, Xavier Mary, Stéphane Canu, Alexander J. Smola
**Learning with non-positive kernels.**[Citation Graph (0, 0)][DBLP] ICML, 2004, pp:- [Conf] - Hao Shen, Knut Hüper, Alexander J. Smola
**Newton-Like Methods for Nonparametric Independent Component Analysis.**[Citation Graph (0, 0)][DBLP] ICONIP (1), 2006, pp:1068-1077 [Conf] - Karsten M. Borgwardt, Arthur Gretton, Malte J. Rasch, Hans-Peter Kriegel, Bernhard Schölkopf, Alexander J. Smola
**Integrating structured biological data by Kernel Maximum Mean Discrepancy.**[Citation Graph (0, 0)][DBLP] ISMB (Supplement of Bioinformatics), 2006, pp:49-57 [Conf] - Karsten M. Borgwardt, Cheng Soon Ong, Stefan Schönauer, S. V. N. Vishwanathan, Alexander J. Smola, Hans-Peter Kriegel
**Protein function prediction via graph kernels.**[Citation Graph (0, 0)][DBLP] ISMB (Supplement of Bioinformatics), 2005, pp:47-56 [Conf] - Cheng Soon Ong, Alexander J. Smola, Robert C. Williamson
**Hyperkernels.**[Citation Graph (0, 0)][DBLP] NIPS, 2002, pp:478-485 [Conf] - Gunnar Rätsch, Alexander J. Smola, Sebastian Mika
**Adapting Codes and Embeddings for Polychotomies.**[Citation Graph (0, 0)][DBLP] NIPS, 2002, pp:513-520 [Conf] - Alexander J. Smola, Vishy Vishwanathan, Eleazar Eskin
**Laplace Propagation.**[Citation Graph (0, 0)][DBLP] NIPS, 2003, pp:- [Conf] - S. V. N. Vishwanathan, Alexander J. Smola
**Fast Kernels for String and Tree Matching.**[Citation Graph (0, 0)][DBLP] NIPS, 2002, pp:569-576 [Conf] - S. V. N. Vishwanathan, Alexander J. Smola, René Vidal
**Binet-Cauchy Kernels on Dynamical Systems and its Application to the Analysis of Dynamic Scenes.**[Citation Graph (0, 0)][DBLP] International Journal of Computer Vision, 2007, v:73, n:1, pp:95-119 [Journal] - Stéphane Canu, Alexander J. Smola
**Kernel methods and the exponential family.**[Citation Graph (0, 0)][DBLP] Neurocomputing, 2006, v:69, n:7-9, pp:714-720 [Journal] - S. V. N. Vishwanathan, Karsten M. Borgwardt, Omri Guttman, Alexander J. Smola
**Kernel extrapolation.**[Citation Graph (0, 0)][DBLP] Neurocomputing, 2006, v:69, n:7-9, pp:721-729 [Journal] - Arthur Gretton, Ralf Herbrich, Alexander J. Smola, Olivier Bousquet, Bernhard Schölkopf
**Kernel Methods for Measuring Independence.**[Citation Graph (0, 0)][DBLP] Journal of Machine Learning Research, 2005, v:6, n:, pp:2075-2129 [Journal] - Cheng Soon Ong, Alexander J. Smola, Robert C. Williamson
**Learning the Kernel with Hyperkernels.**[Citation Graph (0, 0)][DBLP] Journal of Machine Learning Research, 2005, v:6, n:, pp:1043-1071 [Journal] - Ichiro Takeuchi, Quoc V. Le, Tim D. Sears, Alexander J. Smola
**Nonparametric Quantile Estimation.**[Citation Graph (0, 0)][DBLP] Journal of Machine Learning Research, 2006, v:7, n:, pp:1231-1264 [Journal] - Pannagadatta K. Shivaswamy, Chiranjib Bhattacharyya, Alexander J. Smola
**Second Order Cone Programming Approaches for Handling Missing and Uncertain Data.**[Citation Graph (0, 0)][DBLP] Journal of Machine Learning Research, 2006, v:7, n:, pp:1283-1314 [Journal] - Arthur Gretton, Karsten M. Borgwardt, Malte J. Rasch, Bernhard Schölkopf, Alexander J. Smola
**A Kernel Approach to Comparing Distributions.**[Citation Graph (0, 0)][DBLP] AAAI, 2007, pp:1637-1641 [Conf] - Alexander J. Smola, Arthur Gretton, Le Song, Bernhard Schölkopf
**A Hilbert Space Embedding for Distributions.**[Citation Graph (0, 0)][DBLP] Discovery Science, 2007, pp:40-41 [Conf] - Le Song, Alexander J. Smola, Arthur Gretton, Karsten M. Borgwardt
**A dependence maximization view of clustering.**[Citation Graph (0, 0)][DBLP] ICML, 2007, pp:815-822 [Conf] - Arthur Gretton, Karsten M. Borgwardt, Malte J. Rasch, Bernhard Schölkopf, Alexander J. Smola
**A Kernel Method for the Two-Sample-Problem.**[Citation Graph (0, 0)][DBLP] NIPS, 2006, pp:513-520 [Conf] - Jiayuan Huang, Alexander J. Smola, Arthur Gretton, Karsten M. Borgwardt, Bernhard Schölkopf
**Correcting Sample Selection Bias by Unlabeled Data.**[Citation Graph (0, 0)][DBLP] NIPS, 2006, pp:601-608 [Conf] - Yasemin Altun, Alexander J. Smola, Thomas Hofmann
**Exponential Families for Conditional Random Fields.**[Citation Graph (0, 0)][DBLP] UAI, 2004, pp:2-9 [Conf] - Le Song, Alexander J. Smola, Arthur Gretton, Karsten M. Borgwardt, Justin Bedo
**Supervised Feature Selection via Dependence Estimation**[Citation Graph (0, 0)][DBLP] CoRR, 2007, v:0, n:, pp:- [Journal] - Quoc Le, Alexander J. Smola
**Direct Optimization of Ranking Measures**[Citation Graph (0, 0)][DBLP] CoRR, 2007, v:0, n:, pp:- [Journal] **Discriminative human action segmentation and recognition using semi-Markov model.**[Citation Graph (, )][DBLP]**Hilbert space embeddings of conditional distributions with applications to dynamical systems.**[Citation Graph (, )][DBLP]**Feature hashing for large scale multitask learning.**[Citation Graph (, )][DBLP]**Hilbert Space Embeddings of Hidden Markov Models.**[Citation Graph (, )][DBLP]**Gene selection via the BAHSIC family of algorithms.**[Citation Graph (, )][DBLP]**Tighter Bounds for Structured Estimation.**[Citation Graph (, )][DBLP]**Robust Near-Isometric Matching via Structured Learning of Graphical Models.**[Citation Graph (, )][DBLP]**Near-optimal Supervised Feature Selection among Frequent Subgraphs.**[Citation Graph (, )][DBLP]**A Kernel Method for the Two-Sample Problem**[Citation Graph (, )][DBLP]**Robust Near-Isometric Matching via Structured Learning of Graphical Models**[Citation Graph (, )][DBLP]
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