| Year |
Citation |
Score |
| 2011 |
Shalev-Shwartz S, Singer Y, Srebro N, Cotter A. Pegasos: Primal estimated sub-gradient solver for SVM Mathematical Programming. 127: 3-30. DOI: 10.1007/S10107-010-0420-4 |
0.374 |
|
| 2010 |
Shalev-Shwartz S, Singer Y. On the equivalence of weak learnability and linear separability: New relaxations and efficient boosting algorithms Machine Learning. 80: 141-163. DOI: 10.1007/S10994-010-5173-Z |
0.337 |
|
| 2009 |
Dekel O, Shalev-Shwartz S, Singer Y. Individual sequence prediction using memory-efficient context trees Ieee Transactions On Information Theory. 55: 5251-5262. DOI: 10.1109/Tit.2009.2030460 |
0.373 |
|
| 2007 |
Dekel O, Shai SS, Singer Y. The forgetron: A kernel-based perceptron on a budget Siam Journal On Computing. 37: 1342-1372. DOI: 10.1137/060666998 |
0.364 |
|
| 2007 |
Keshet J, Shalev-Shwartz S, Singer Y, Chazan D. A large margin algorithm for speech-to-phoneme and music-to-score alignment Ieee Transactions On Audio, Speech and Language Processing. 15: 2373-2382. DOI: 10.1109/Tasl.2007.903928 |
0.376 |
|
| 2007 |
Shalev-Shwartz S, Singer Y. A primal-dual perspective of online learning algorithms Machine Learning. 69: 115-142. DOI: 10.1007/S10994-007-5014-X |
0.357 |
|
| 2005 |
Shpigelman L, Singer Y, Paz R, Vaadia E. Spikernels: predicting arm movements by embedding population spike rate patterns in inner-product spaces. Neural Computation. 17: 671-90. PMID 15802010 DOI: 10.1162/0899766053019944 |
0.306 |
|
| 2005 |
Crammer K, Singer Y. Online ranking by projecting. Neural Computation. 17: 145-75. PMID 15563751 DOI: 10.1162/0899766052530848 |
0.364 |
|
| 2005 |
Dekel O, Shalev-Shwartz S, Singer Y. Smooth ε-insensitive regression by loss symmetrization Journal of Machine Learning Research. 6. DOI: 10.1007/978-3-540-45167-9_32 |
0.346 |
|
| 2004 |
Freund Y, Iyer R, Schapire RE, Singer Y. An efficient boosting algorithm for combining preferences Journal of Machine Learning Research. 4: 933-969. DOI: 10.1162/1532443041827916 |
0.367 |
|
| 2003 |
Crammer K, Singer Y. Ultraconservative online algorithms for multiclass problems Journal of Machine Learning Research. 3: 951-991. DOI: 10.1162/Jmlr.2003.3.4-5.951 |
0.361 |
|
| 2002 |
Shalev-Shwartz S, Dubnov S, Friedman N, Singer Y. Robust temporal and spectral modeling for query by melody Sigir Forum (Acm Special Interest Group On Information Retrieval). 331-338. |
0.549 |
|
| 2001 |
Allwein EL, Schapire RE, Singer Y. Reducing multiclass to binary: A unifying approach for margin classifiers Journal of Machine Learning Research. 1: 113-141. DOI: 10.1162/15324430152733133 |
0.384 |
|
| 2000 |
Schapire RE, Singer Y. BoosTexter: a boosting-based system for text categorization Machine Learning. 39: 135-168. DOI: 10.1023/A:1007649029923 |
0.356 |
|
| 1999 |
Cohen WW, Schapire RE, Singer Y. Learning to order things Journal of Artificial Intelligence Research. 10: 243-270. DOI: 10.1613/Jair.587 |
0.343 |
|
| 1999 |
Cohen WW, Singer Y. Context-sensitive learning methods for text categorization Acm Transactions On Information Systems. 17: 141-173. DOI: 10.1145/306686.306688 |
0.338 |
|
| 1999 |
Pereira FC, Singer Y. Efficient extension to mixture techniques for prediction and decision trees Machine Learning. 36: 183-199. DOI: 10.1023/A:1007670818503 |
0.371 |
|
| 1998 |
Helmbold DP, Schapire RE, Singer Y, Warmuth MK. On-line portfolio selection using multiplicative updates Mathematical Finance. 8: 325-347. DOI: 10.1111/1467-9965.00058 |
0.332 |
|
| 1998 |
Fine S, Singer Y, Tishby N. Hierarchical Hidden Markov Model: Analysis and applications Machine Learning. 32: 41-62. DOI: 10.1023/A:1007469218079 |
0.621 |
|
| 1998 |
Ron D, Singer Y, Tishby N. On the Learnability and Usage of Acyclic Probabilistic Finite Automata Journal of Computer and System Sciences. 56: 133-152. |
0.464 |
|
| 1996 |
Ron D, Singer Y, Tishby N. The power of amnesia: Learning probabilistic automata with variable memory length Machine Learning. 25: 117-149. |
0.483 |
|
| 1994 |
Singer Y, Tishby N. Dynamical encoding of cursive handwriting. Biological Cybernetics. 71: 227-37. PMID 7918801 DOI: 10.1007/Bf00202762 |
0.539 |
|
| 1994 |
Singer Y, Tishby N. Inferring probabilistic acyclic automata using the minimum description length principle Ieee International Symposium On Information Theory - Proceedings. 392. DOI: 10.1109/ISIT.1994.394627 |
0.505 |
|
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