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Yoram Singer, Ph.D - Publications

Affiliations: 
Google research, Hebrew University 
Area:
Machine Learning
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23 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

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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