Yoram Singer, Ph.D
Affiliations: | Google research, Hebrew University |
Area:
Machine LearningGoogle:
"Yoram Singer"Mean distance: 17.18 (cluster 17) | S | N | B | C | P |
BETA: Related publications
See more...
Publications
|
You can help our author matching system! If you notice any publications incorrectly attributed to this author, please sign in and mark matches as correct or incorrect. |
| Shalev-Shwartz S, Singer Y, Srebro N, et al. (2011) Pegasos: Primal estimated sub-gradient solver for SVM Mathematical Programming. 127: 3-30 |
| Shalev-Shwartz S, Singer Y. (2010) On the equivalence of weak learnability and linear separability: New relaxations and efficient boosting algorithms Machine Learning. 80: 141-163 |
| Dekel O, Shalev-Shwartz S, Singer Y. (2009) Individual sequence prediction using memory-efficient context trees Ieee Transactions On Information Theory. 55: 5251-5262 |
| Dekel O, Shai SS, Singer Y. (2007) The forgetron: A kernel-based perceptron on a budget Siam Journal On Computing. 37: 1342-1372 |
| Keshet J, Shalev-Shwartz S, Singer Y, et al. (2007) A large margin algorithm for speech-to-phoneme and music-to-score alignment Ieee Transactions On Audio, Speech and Language Processing. 15: 2373-2382 |
| Shalev-Shwartz S, Singer Y. (2007) A primal-dual perspective of online learning algorithms Machine Learning. 69: 115-142 |
| Shpigelman L, Singer Y, Paz R, et al. (2005) Spikernels: predicting arm movements by embedding population spike rate patterns in inner-product spaces. Neural Computation. 17: 671-90 |
| Crammer K, Singer Y. (2005) Online ranking by projecting. Neural Computation. 17: 145-75 |
| Dekel O, Shalev-Shwartz S, Singer Y. (2005) Smooth ε-insensitive regression by loss symmetrization Journal of Machine Learning Research. 6 |
| Freund Y, Iyer R, Schapire RE, et al. (2004) An efficient boosting algorithm for combining preferences Journal of Machine Learning Research. 4: 933-969 |